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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">910304</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2022.910304</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Experimental and Numerical Studies of Ignition Delay Time and Laminar Flame Speed of JP-10&#xa0;at Elevated Temperature Conditions</article-title>
<alt-title alt-title-type="left-running-head">Yang et al.</alt-title>
<alt-title alt-title-type="right-running-head">Study for Combustion of JP-10</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Junsen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wu</surname>
<given-names>Yi</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/1554633/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Zhenpeng</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shang</surname>
<given-names>Yanlei</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pan</surname>
<given-names>Lun</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Aerospace Engineering</institution>, <institution>Beijing Institute of Technology</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Materials Science and Engineering</institution>, <institution>Southwest Jiaotong University</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>The Pec Institute of Multiscale Science</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>School of Chemical Engineering and Technology</institution>, <institution>Tianjin University</institution>, <addr-line>Tianjin</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/1417326/overview">Xiao Liu</ext-link>, Harbin Engineering University, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1441221/overview">Yiheng Tong</ext-link>, China Space Foundation, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/550945/overview">Bo Jiang</ext-link>, Nanjing University of Science and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1267222/overview">Yingchun Wu</ext-link>, Zhejiang University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Yi Wu, <email>yi.wu@bit.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Advanced Clean Fuel Technologies, a section of the journal Frontiers in Energy Research</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>16</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>910304</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>04</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Yang, Wu, Zhang, Shang and Pan.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Yang, Wu, Zhang, Shang and Pan</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>In this work, the laminar flame speeds of JP-10/air mixtures and ignition delay time of JP-10/O<sub>2</sub>/Ar mixtures have been studied over a wide range of experimental conditions using a premixed Bunsen flame and a shock tube. Laminar flame speed measurements of the JP-10/air mixture were measured at T &#x3d; 360&#x2013;453&#xa0;K, &#x3c6; &#x3d; 0.7&#x2013;1.3 and <italic>p</italic> &#x3d; 1&#xa0;atm. The ignition delay times of JP-10 with fuel mole fraction of 0.2% JP-10/2.8% O<sub>2</sub>/97% Ar were measured with a heated shock tube behind the reflected shock wave at 1183&#x2013;1478&#xa0;K and pressure of 3.4&#xa0;atm. Numerical calculation and sensitivity analysis of the laminar flame speed and ignition delay time of JP-10 were performed by using published detailed and skeletal kinetic mechanisms. The comparison of experimental and numerical results showed that all models tend to overestimate the laminar flame speed under the studied conditions, especially under lower temperature conditions (360&#x2013;423&#xa0;K). A temperature dependency empirical correlation of laminar flame speed was then proposed by power law theory. The sensitivity analysis identified three important reactions [H&#x2b;O<sub>2</sub> &#x3d; O&#x2b;OH, C<sub>5</sub>H<sub>5</sub>&#x2b;H (&#x2b;M) &#x3d; C<sub>5</sub>H<sub>6</sub>(&#x2b;M), C<sub>3</sub>H<sub>3</sub>&#x2b;C<sub>2</sub>H<sub>2</sub> &#x3d; C<sub>5</sub>H<sub>5</sub>] that determined the laminar flame speed and ignition delay time.</p>
</abstract>
<kwd-group>
<kwd>JP-10 fuel</kwd>
<kwd>laminar flame speed</kwd>
<kwd>ignition delay time</kwd>
<kwd>kinetic mechanism analysis</kwd>
<kwd>bunsen flame</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>JP-10 is a high volumetric energy density liquid fuel that is commonly used in ramjet, scarmjet, turbine engine and pulse detonation engines (<xref ref-type="bibr" rid="B44">Smith and Good, 1979</xref>; <xref ref-type="bibr" rid="B45">Szekely and Faeth, 1983</xref>; <xref ref-type="bibr" rid="B2">Antaki and Williams, 1987</xref>; <xref ref-type="bibr" rid="B5">Brophy and Netzer, 1999</xref>; <xref ref-type="bibr" rid="B6">Chung et al., 1999</xref>; <xref ref-type="bibr" rid="B34">Parsinejad et al., 2006</xref>; <xref ref-type="bibr" rid="B36">Akbar, 2012</xref>; <xref ref-type="bibr" rid="B9">Courty et al., 2012</xref>). Its advantages of a low freezing point, high volumetric energy density and high specific pulse make it a promising fuel candidate for applications in both civilian and military propulsion systems (<xref ref-type="bibr" rid="B4">Brotton et al., 2020</xref>; <xref ref-type="bibr" rid="B50">Wang et al., 2021</xref>). The combustion of JP-10 in a practical propulsion system is a very complex multidimensional turbulent mixing and combustion reaction process that is strongly influenced by chemical reaction kinetics (<xref ref-type="bibr" rid="B25">Liao et al., 2005</xref>; <xref ref-type="bibr" rid="B18">Gu et al., 2011</xref>; <xref ref-type="bibr" rid="B39">Seiser et al., 2011</xref>; <xref ref-type="bibr" rid="B37">Rocha, 2021</xref>; <xref ref-type="bibr" rid="B42">Shang et al., 2021</xref>; <xref ref-type="bibr" rid="B50">Wang et al., 2021</xref>; <xref ref-type="bibr" rid="B55">Zhang et al., 2021</xref>). Due to the different working conditions of the aircraft (such as taking off, cruising, landing, etc.), the combustion of JP-10 covers a wide range of pressure, temperature and equivalence ratio conditions (<xref ref-type="bibr" rid="B14">Feng et al., 2020</xref>). Therefore, it is of essential significance to accurately understand and develop chemical kinetics models valided in a wide range of conditions for the development of propulsion systems with high performance and high reliability (<xref ref-type="bibr" rid="B14">Feng et al., 2020</xref>). To develop and validate highly accurate kinetic models, it is necessary to generate experimentally obtained target parameters of the JP-10 suite for developing chemical kinetic models, such as the pyrolysis process, ignition delay time, laminar flame speed, extinction limit and soot production (<xref ref-type="bibr" rid="B11">Davidson et al., 2001</xref>; <xref ref-type="bibr" rid="B32">Nageswara Rao and Kunzru, 2006</xref>; <xref ref-type="bibr" rid="B33">Nakra et al., 2006</xref>; <xref ref-type="bibr" rid="B47">Vandewiele et al., 2014</xref>; <xref ref-type="bibr" rid="B16">Gao et al., 2015</xref>; <xref ref-type="bibr" rid="B23">Li et al., 2015</xref>; <xref ref-type="bibr" rid="B46">Tao et al., 2018</xref>; <xref ref-type="bibr" rid="B21">Johnson et al., 2020</xref>). Among these fundamental parameters, laminar flame speed and ignition delay time are the two most commonly used parameters in the evaluation of chemical kinetic models and engineering correlation (<xref ref-type="bibr" rid="B34">Parsinejad et al., 2006</xref>; <xref ref-type="bibr" rid="B51">Wang et al., 2007</xref>; <xref ref-type="bibr" rid="B9">Courty et al., 2012</xref>; <xref ref-type="bibr" rid="B1">An et al., 2015</xref>; <xref ref-type="bibr" rid="B12">Desantes et al., 2015</xref>).</p>
<p>A perfect chemical reaction kinetic model should meet the requirements of accurately predicting laminar flame speed and ignition delay time at the same time under wide range working conditions. Different from petroleum-derived fuels such as Jet A-1 and RP-3, which consist of hundreds or thousands of molecular species, JP-10 is a synthetic single-component liquid fuel (exo-tetrahydrodicyclopentadiene/exo-TCD with formula C<sub>10</sub>H<sub>16</sub>), making it a favorable target for kinetic modelling (<xref ref-type="bibr" rid="B47">Vandewiele et al., 2014</xref>; <xref ref-type="bibr" rid="B54">Zettervall, 2020</xref>). However, a summary of literature listed in <xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="table" rid="T2">Table 2</xref> reveals that experimental measurements of laminar flame speed and ignition delay time of JP-10 have not been as extensively investigated as others, such as C<sub>7</sub>-C<sub>12</sub> hydrocarbon fuels. According to the literature, experimental measurements of the ignition delay time of JP-10 have been performed by limited studies in the last two&#xa0;decades (<xref ref-type="bibr" rid="B10">Davidson et al., 2000</xref>; <xref ref-type="bibr" rid="B7">Colket and Spadaccini, 2001</xref>; <xref ref-type="bibr" rid="B29">Mikolaitis et al., 2003</xref>; <xref ref-type="bibr" rid="B51">Wang et al., 2007</xref>; <xref ref-type="bibr" rid="B16">Gao et al., 2015</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Laminar flame speed studies of JP-10 in literature.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Author</th>
<th align="center">Flame Configuration</th>
<th align="center">T</th>
<th align="center">P</th>
<th align="center">Equivalence ratio range</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<xref ref-type="bibr" rid="B34">Parsinejad et al. (2006)</xref>
</td>
<td align="left">Spherical flames</td>
<td align="center">450&#x2013;700&#xa0;K</td>
<td align="center">1&#x2013;55&#xa0;atm</td>
<td align="center">0.7&#x2013;1.0</td>
</tr>
<tr>
<td rowspan="2" align="left">
<xref ref-type="bibr" rid="B46">Tao et al. (2018)</xref>
</td>
<td align="left">Counterflow flame</td>
<td align="center">403&#xa0;K</td>
<td align="center">1&#xa0;atm</td>
<td align="center">0.8&#x2013;1.4</td>
</tr>
<tr>
<td align="left">Spherical flame</td>
<td align="center">600&#x2013;730&#xa0;K</td>
<td align="center">7.5&#x2013;14&#xa0;atm</td>
<td align="center">0.9, 1.05</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B57">Zhong et al. (2022)</xref>
</td>
<td align="left">Spherical flame</td>
<td align="center">420&#xa0;K</td>
<td align="center">1&#xa0;atm, 3&#xa0;atm</td>
<td align="center">0.7&#x2013;1.3</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Ignition delay time studies of JP-10 in literature.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Author</th>
<th align="center">T</th>
<th align="center">P</th>
<th align="center">Mixture</th>
<th align="center">Equivalence ratio range</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<xref ref-type="bibr" rid="B10">Davidson et al. (2000</xref>, <xref ref-type="bibr" rid="B13">2017)</xref>
</td>
<td align="char" char="ndash">950&#x2013;1700&#xa0;K</td>
<td align="center">1&#x2013;12&#xa0;atm</td>
<td align="center">JP-10/O<sub>2</sub>/Ar</td>
<td align="center">0.5&#x2013;2.0</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B7">Colket and Spadaccini (2001)</xref>
</td>
<td align="char" char="ndash">1100&#x2013;1500&#xa0;K</td>
<td align="center">3&#x2013;8&#xa0;atm</td>
<td align="center">JP-10/O<sub>2</sub>/Ar</td>
<td align="center">0.5&#x2013;1.5</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B29">Mikolaitis et al. (2003)</xref>
</td>
<td align="char" char="ndash">1300&#x2013;2400&#xa0;K</td>
<td align="center">9&#x2013;24&#xa0;atm</td>
<td align="center">JP-10/Air</td>
<td align="center">1.0</td>
</tr>
<tr>
<td align="left">
<xref ref-type="bibr" rid="B51">Wang et al. (2007)</xref>
</td>
<td align="char" char="ndash">1000&#x2013;2100&#xa0;K</td>
<td align="center">1.5&#x2013;5.5&#xa0;atm</td>
<td align="center">JP-10/O<sub>2</sub>/Ar</td>
<td align="center">0.25&#x2013;2.0</td>
</tr>
<tr>
<td align="left">Xiu et al. (2018, 2020) <xref ref-type="bibr" rid="B15">Feng et al. (2018)</xref>; <xref ref-type="bibr" rid="B14">Feng et al. (2020)</xref>
</td>
<td align="char" char="ndash">1400&#x2013;2500&#xa0;K</td>
<td align="center">0.5&#x2013;1&#xa0;atm</td>
<td align="center">JP-10/O<sub>2</sub>/He</td>
<td align="center">1</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>For instance, Davidson et al. (<xref ref-type="bibr" rid="B10">Davidson et al., 2000</xref>) carried out a pioneering experimental measurement of the ignition delay of JP-10/O<sub>2</sub>/Ar mixtures behind reflected shock waves with a temperature range of 1200&#x2013;1700&#xa0;K. Colket et al. (<xref ref-type="bibr" rid="B7">Colket and Spadaccini, 2001</xref>) and Mikolaitis et al. (<xref ref-type="bibr" rid="B29">Mikolaitis et al., 2003</xref>) also measured the ignition time of JP-10/air mixtures at almost the same period with higher temperature and pressure conditions. More recently, Gao et al. (<xref ref-type="bibr" rid="B16">Gao et al., 2015</xref>) revisited the ignition delay time measurements of JP-10 by using a shock tube system and proposed a new detailed kinetic model. Compared with the ignition delay time, the experimentally obtained laminar flame speed of JP-10 in the literature is even more limited. Parsinejad et al. (<xref ref-type="bibr" rid="B34">Parsinejad et al., 2006</xref>) measured the laminar flame speed of a JP-10/air mixture by using a constant volume chamber under various conditions. Courty et al. (<xref ref-type="bibr" rid="B9">Courty et al., 2012</xref>) also measured the laminar flame speed of JP-10/air mixtures at an equivalent ratio of 0.7&#x2013;1.4 and a preheating temperature of 353&#x2013;453&#xa0;K. More recently, Zhong et al. (<xref ref-type="bibr" rid="B57">Zhong et al., 2022</xref>)measured the laminar flame speed of a JP-10/air mixture at a temperature of 420&#xa0;K, equivalence ratio of 0.7&#x2013;1.3 and pressure of 0.1&#x2013;0.3&#xa0;MPa. It can be seen that in addition to the limited experimental data for both ignition delay and laminar flame speed, considerable data discrepancies exist among these experiments, making it difficult to refine the developed kinetic mechanism. Therefore, new and accurate measurements are still needed for the ignition delay and linear flame speed of JP-10 in a large range of working conditions.</p>
<p>Apart from the fundamental experimental investigations of JP-10, such as lamianr flame speed and ignition delay time measurements, various kinetic modelling investigations of JP-10 were also conducted (<xref ref-type="bibr" rid="B24">Li et al., 2001</xref>; <xref ref-type="bibr" rid="B9">Courty et al., 2012</xref>; <xref ref-type="bibr" rid="B16">Gao et al., 2015</xref>; <xref ref-type="bibr" rid="B46">Tao et al., 2018</xref>; <xref ref-type="bibr" rid="B54">Zettervall, 2020</xref>; <xref ref-type="bibr" rid="B57">Zhong et al., 2022</xref>). According to the different application situations, the kinetic mechanism of JP-10 can be divided into two types, i.e., combustion and pyrolysis kinetic mechanism. For instance, Li et al. (<xref ref-type="bibr" rid="B24">Li et al., 2001</xref>) developed the first combustion kinetic mechanism of JP-10 consisting of 170 reactions and 36 species. Magoon et al. (<xref ref-type="bibr" rid="B27">Magoon et al., 2012</xref>) developed a detailed kinetic mechanism consisting of 320 reactions and 7740 reactions. Gao et al. (<xref ref-type="bibr" rid="B16">Gao et al., 2015</xref>) obtained a detailed mechanism containing 15518 reactions and 691 species by adding the oxidation reactions into the model of pyrolysis of JP-10 developed by Vandewiele et al. (<xref ref-type="bibr" rid="B48">Vandewiele et al., 2015</xref>). However, a detailed kinetic model cannot be efficiently used in high-dimensional CFD numerical simulations. More recently, skeletal kinetic models of JP-10 have been developed. For instance, Zettervall et al. (<xref ref-type="bibr" rid="B54">Zettervall, 2020</xref>) developed a combustion kinetic model of 30 species and 77 irreversible reactions. Zhong et al. (<xref ref-type="bibr" rid="B57">Zhong et al., 2022)</xref> recently proposed a new simplified JP-10 kinetic mechanism consisting of 189 species and 1287 reactions. All of these previous works have made considerable contributions to the development of accurate and useful kinetic mechanisms. Meanwhile, the discrepancy among different kinetic models remains large, and the accuracy in predicting the laminar speed and ignition delay time of laminar flame still needs further study. Reported combustion mechanisms of JP-10 are listed in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Combustion mechanism studies of JP-10 in literature.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Mechanism</th>
<th align="center">Species numbers</th>
<th align="center">Reaction numbers</th>
<th align="center">Author</th>
<th align="center">Experiment for validation</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">UCSD</td>
<td align="char" char=".">36</td>
<td align="char" char=".">174</td>
<td align="left">
<xref ref-type="bibr" rid="B24">Li et al. (2001)</xref>
</td>
<td rowspan="2" align="left"/>
</tr>
<tr>
<td align="left">Magoon</td>
<td align="char" char=".">320</td>
<td align="char" char=".">774</td>
<td align="left">
<xref ref-type="bibr" rid="B27">Magoon et al. (2012)</xref>
</td>
</tr>
<tr>
<td align="left">Gao</td>
<td align="char" char=".">691</td>
<td align="char" char=".">15518</td>
<td align="left">
<xref ref-type="bibr" rid="B16">Gao et al. (2015)</xref>
</td>
<td align="left">species files</td>
</tr>
<tr>
<td align="left">Hychem detailed</td>
<td align="char" char=".">120</td>
<td align="char" char=".">841</td>
<td align="left">
<xref ref-type="bibr" rid="B46">Tao et al. (2018)</xref>
</td>
<td rowspan="3" align="left">IDT and LFS and species files</td>
</tr>
<tr>
<td align="left">Hychem skeletal</td>
<td align="char" char=".">40</td>
<td align="char" char=".">232</td>
<td align="left">
<xref ref-type="bibr" rid="B46">Tao et al. (2018)</xref>
</td>
</tr>
<tr>
<td align="left">Z77</td>
<td align="char" char=".">30</td>
<td align="char" char=".">77</td>
<td align="left">
<xref ref-type="bibr" rid="B54">Zetterval (2020)</xref>
</td>
</tr>
<tr>
<td align="left">Zhong</td>
<td align="char" char=".">189</td>
<td align="char" char=".">1287</td>
<td align="left">
<xref ref-type="bibr" rid="B57">Zhong et al. (2022)</xref>
</td>
<td align="left">LFS</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>It can be seen from the literature summary that the research on the combustion mechanism of JP-10 is not sufficient at present. From the development process of the mechanism, it is mainly to simplify and integrate the early mechanism and modify it in combination with the experimental data. The new mechanism developed has not been fully verified, especially in the measurement of laminar flame speed, only three published literatures reported their measurement data. The objective of the present work is to fill the measurement gap of laminar flame speed below 450&#xa0;K, widen the measurement range of equivalence ratio and provide new data of ignition delay time of JP-10. To this end, the following work was carried out. First, the laminar flame speed measurements of JP-10 were performed under a wide range of temperatures and equivalence ratios of T &#x3d; 360&#x2013;453&#xa0;K and &#x3c6; &#x3d; 0.7&#x2013;1.3 under atmospheric pressure conditions. Second, the ignition delay time of JP-10/O<sub>2</sub>/Ar mixture with equivalence ratio of 1.0, pressure of 3.4&#xa0;atm and temperature range of 1183&#x2013;1478&#xa0;K was measured by a shock tube system. The experimental results of both laminar flame speeds and ignition delay times are compared with literature data. Third, numerical calculation of the laminar flame speed and ignition delay time was performed using mechanisms of JP-10 found in the literature. Finally, the chemical kinetic characteristics and structure of one-dimensional flames simulated by using different kinetic models of JP-10 are analysed and disccused in detail.</p>
</sec>
<sec id="s2">
<title>2 Experimental Details</title>
<p>The samples of JP-10 fuel used in this work are provided by the research team from School of Chemical Engineering and Technology, Tianjin University (<xref ref-type="bibr" rid="B20">Jia, 2021</xref>; <xref ref-type="bibr" rid="B26">Liu et al., 2022</xref>; <xref ref-type="bibr" rid="B35">Qin et al., 2018</xref>; <xref ref-type="bibr" rid="B17">Gong et al., 2017</xref>). Since the main ingredient of JP-10 fuel, exo-tetrahydrodicyclopentadiene (C<sub>10</sub>H<sub>16</sub>), is over 96% weight fraction, it could be considered as a kind of single component fuel in research to simplify theoretical modeling. In the present work, laminar flame speed and ignition delay time measurements were performed over a wide range of conditions.</p>
<sec id="s2-1">
<title>2.1 Laminar Flame Speed</title>
<p>Laminar flame speeds of JP-10 were measured by using a Bunsen flame burner at T &#x3d; 360&#x2013;453&#xa0;K, &#x3c6; &#x3d; 0.7&#x2013;1.3 and atmospheric pressure conditions. All the measurement of laminar speed in the present work is carried out with the Reynolds number of burner outlet gas flow &#x3d; 1200. <xref ref-type="fig" rid="F1">Figure 1</xref> illustrates the experimental laminar flame speed measurement system. The system consists of a Bunsen flame burner, temperature control system, gas feeding lines and optical system.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic of the experimental setup of laminar flame speed measurements.</p>
</caption>
<graphic xlink:href="fenrg-10-910304-g001.tif"/>
</fig>
<p>The burner consists of two contoured nozzles: the first nozzle has an outlet diameter of d<sub>1</sub> &#x3d; 7&#xa0;mm to produce the main flame (JP-10/N<sub>2</sub>/O<sub>2</sub> mixture), and the second nozzle surrounds the central nozzle with an inner diameter of d<sub>2</sub> &#x3d; 7.5&#xa0;mm to obtain a pilot flame (CH<sub>4</sub>/air mixture), which anchors the laminar premixed flame and broadens the equivalence ratio range for determination. Previous studies (<xref ref-type="bibr" rid="B52">Wu et al., 2016</xref>; <xref ref-type="bibr" rid="B53">Wu et al., 2017</xref>) have shown that the influence of pilot flame on the measurement results is negligible. To minimize the effect of the pilot flame on any possible disturbances on the main flame, the methane/air mixture flowrate for the pilot flame is kept as low as reasonably achievable. The burner is filled with ceramic beads to ensure full mixing of fuel and air and to maintain the laminar flow at the nozzle exit. Liquid fuel is stored in a stainless-steel tank and pressurized into a vaporization system (controlled evaporator and mixer/CEM-Bronkhorst) with temperature heating control. The flow rate of liquid fuel and all the gas flow are regulated by a Bronkhorst mass flow controller. Since the carrier gas in the vaporization system adds additional N<sub>2</sub> to the final mixture, the initial supply of N<sub>2</sub>/O<sub>2</sub> should be specially adjusted to reproduce the synthetic species composition of air and modify the equivalence ratio of the fuel/air mixture. To avoid condensation of the vaporized liquid fuel and preheating the fuel/air mixture to set values, the feeding lines were wrapped with a flexible heating band, and two circulation heaters were added to the feeding lines. The flow rate and equivalence ratio are regulated and monitored by LabView code. The gas flow temperature of the nozzle outlet which is one of the experimental variables is monitored by another type K thermocouple before and after the image capturing. According to the experience in our experiment, the error range of temperature is limited in 3&#xa0;K.</p>
<p>The optical diagnostic is based on a CMOS dual-USB3 camera (Alkeria Celera C2K-M) with a 2048&#x2a;1088 array. This camera is equipped with a f/16, f &#x3d; 12&#xa0;mm, achromatic lens. The area captured by the camera is approximately 100&#x2a;100&#xa0;mm<sup>2</sup> so that the pixel resolution of the optical system is 100&#xa0;<inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> per pixel. The image acquisition frequency of the camera is kept at 10&#xa0;Hz. The exposure time of the camera is set in 2000&#x2013;3000 <inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to record the flame image.</p>
<p>The flame area method is used here to determine the laminar flame speed <inline-formula id="inf3">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Given the assumption that the laminar flame speed is the same at the entire flame front surface, the laminar flame speed can be deduced by the law of conservation of mass as follows:<disp-formula id="e1">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mi>A</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x2192;</mml:mo>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mi>A</mml:mi>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <inline-formula id="inf4">
<mml:math id="m5">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> is the volumetric flow rate of the unburned gases at the burner outlet, <inline-formula id="inf5">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the density of the unburned gases and <inline-formula id="inf6">
<mml:math id="m7">
<mml:mi>A</mml:mi>
</mml:math>
</inline-formula> is the flame area at the appropriately chosen location.</p>
<p>
<inline-formula id="inf7">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c1;</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf8">
<mml:math id="m9">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>Q</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> can be calculated accurately since the mass flow rate of fuel and oxidizer gases are regulated by the liquid or gas flow controllers. The flame surface <inline-formula id="inf9">
<mml:math id="m10">
<mml:mi>A</mml:mi>
</mml:math>
</inline-formula> is obtained by image processing. The recorded flame images are processed by a MATLAB program that is designed to capture the flame front profile based on the inverse Abel transformation. The flame surface area is derived by <xref ref-type="disp-formula" rid="e2">Eq. 2</xref>, and <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> is used to deduce the laminar flame speed.<disp-formula id="e2">
<mml:math id="m11">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:munderover>
<mml:mo>&#x222b;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mi>b</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msqrt>
<mml:mi>d</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <inline-formula id="inf10">
<mml:math id="m12">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf11">
<mml:math id="m13">
<mml:mi>b</mml:mi>
</mml:math>
</inline-formula> are the boundary limits of integration. <inline-formula id="inf12">
<mml:math id="m14">
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the flame contour profile obtained by image processing. More details on the experimental system and measurement methodology of the laminar flame speed can be found in our previous publications (<xref ref-type="bibr" rid="B52">Wu et al., 2016</xref>; <xref ref-type="bibr" rid="B53">Wu et al., 2017</xref>).</p>
<p>To reduce the measurement errors in the experiments and data processing, for each operating condition of all the measurements, at least 30 instantaneous images are recorded, and the averaged image is used to calculate the final flame speed. The uncertainty of the determination mainly comes from two resources: the uncertainty of the mass flow rate control (<inline-formula id="inf13">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mi>U</mml:mi>
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) and the uncertainty of the calculation of the flame area (<inline-formula id="inf14">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi>U</mml:mi>
<mml:mi>A</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>). According to the parameters provided by Bronkhorst flow controllers, <inline-formula id="inf15">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>U</mml:mi>
<mml:mrow>
<mml:mi>Q</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is estimated to be &#x223c;2%, which roots in 0.5% of reading and 0.1% of full scale. <inline-formula id="inf16">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>U</mml:mi>
<mml:mi>A</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> mainly comes from the pixel resolution of images recorded by the camera, which is estimated to be &#x223c;3%. The total uncertainty is equal to &#x223c;5% deduced from the equation <inline-formula id="inf17">
<mml:math id="m19">
<mml:mrow>
<mml:mi>U</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msqrt>
<mml:mrow>
<mml:msubsup>
<mml:mi>U</mml:mi>
<mml:mrow>
<mml:mtext>Qm</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x2b;</mml:mo>
<mml:msubsup>
<mml:mi>U</mml:mi>
<mml:mi>A</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</sec>
<sec id="s2-2">
<title>2.2 Ignition Delay Time Measurements</title>
<p>The ignition delay times of JP-10 diluted in Ar are measured in a heated shock tube at Southwest Jiao Tong University, and more details of this apparatus are available in published papers (<xref ref-type="bibr" rid="B43">Shi et al., 2016</xref>; <xref ref-type="bibr" rid="B41">Shang et al., 2019</xref>). Briefly, as illustrated in <xref ref-type="fig" rid="F2">Figure 2</xref>, this shock tube with a 50&#xa0;mm inner is divided into the driver section (3.26&#xa0;m) and driven section (4.52&#xa0;m) by the diaphragms. The tested JP-10/O<sub>2</sub>/Ar mixtures were preprepared in a 15&#xa0;L stainless steel tank using the manometric method. To ensure the gas phase of JP-10, the driven section, mixing tank, and manifolds are heated by wrapped heating taps at 70&#xb0;C. Since the main component of JP-10 is high-carbon molecule C<sub>10</sub>H<sub>16</sub>, the saturated vapor pressure at room temperature is less than 400&#xa0;Pa which means the adsorption in the shock tube would be the main problem to the measurement. The purpose of dilution with Ar is to reduce the adsorption amount of JP-10 in the driven section of the shock tube as much as possible to ensure that the measured equivalence ratio is accurate. During the mixture preparation, the partial pressure of JP-10 is kept less than 0.5&#xa0;kPa, which is much lower than its saturated vapor pressure at 70&#xb0;C (2.48&#xa0;kPa) (<xref ref-type="bibr" rid="B8">Cooper et al., 2002</xref>). The prepared mixtures should be allowed to diffuse completely for at least 4&#xa0;h to achieve homogeneity. Before each experiment, the entire shock tube is evacuated to near vacuum by a vacuum pump. Helium gas is used as the driver gas, and the different temperatures (T) and pressures (<italic>p</italic>) after the reflected shock wave are controlled by adjusting the injection pressures of the driver and driven section. The gas leakage of the system is less than 1&#xa0;Pa&#xa0;min<sup>&#x2212;1</sup>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>schematic of the shock tube experiments (PMT: photomultiplier).</p>
</caption>
<graphic xlink:href="fenrg-10-910304-g002.tif"/>
</fig>
<p>Four pressure sensors are fixed along the driven section close to the endwall to determine the shock wave speed, and the OH&#x2a; emission (307&#xa0;nm) during fuel ignition is captured by a photomultiplier at the sidewall. <xref ref-type="fig" rid="F3">Figure 3</xref> shows the typical pressure and OH&#x2a; emission time series during the ignition process of JP-10&#xa0;at 1221&#xa0;K and 3.5&#xa0;atm. Consistent with the previous literature (<xref ref-type="bibr" rid="B29">Mikolaitis et al., 2003</xref>), the OH&#x2a; emission has a low intensity with a broad shape. The ignition delay time is defined as the time interval between the onset of the reflected shock wave and the intersection of the baseline with the maximum gradient (&#x3c4;<sub>slope</sub>) or the corresponding peak (&#x3c4;<sub>peak</sub>) of the OH&#x2a; emission profile. The uncertainty of the measured ignition delay times is less than 20%.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Typical pressure and OH&#x2a; emission time series during the ignition process of JP-10/O<sub>2</sub>/Ar and the definition of ignition delay time.</p>
</caption>
<graphic xlink:href="fenrg-10-910304-g003.tif"/>
</fig>
</sec>
<sec id="s2-3">
<title>2.3 Chemical Kinetic Modelling</title>
<p>Calculations are carried out to verify the experimental laminar flame speed and ignition delay time of the JP-10/air mixture. The one-dimensional premixed laminar flame is simulated by premixed laminar flame-speed calculation model, while the ignition delay time is simulated in closed homogeneous batch reactor. For laminar flame speed simulation, the mixture average transport scheme is used, the GRAD and CURV parameters are set to 0.1, and the grid number is large enough to ensure the convergence of the final solution. For ignition delay time simulation, the constant volume approach is used. In the present work, three combustion kinetic mechanisms of JP-10/air are used, i.e., the UCSD (<xref ref-type="bibr" rid="B24">Li et al., 2001</xref>), Hychem skeletal and detailed mechanisms developed in Tao&#x2019;s work (<xref ref-type="bibr" rid="B46">Tao et al., 2018</xref>). As illustrated in <xref ref-type="table" rid="T4">Table 4</xref>, the UCSD mechanism consists of 36 species and 206 reactions, the Hychem detailed mechanism uses 120 species and 841 reactions, and the Hychem skeletal mechanism reduced from the detailed one includes 40 species and 232 reactions.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>combustion kinetic mechanism used in the present work.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Species number</th>
<th align="center">Reaction number</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>UCSD</italic> <xref ref-type="bibr" rid="B24">Li et al. (2001)</xref>
</td>
<td align="char" char=".">36</td>
<td align="char" char=".">206</td>
</tr>
<tr>
<td align="left">
<italic>Hychem detailed</italic> <xref ref-type="bibr" rid="B46">Tao et al. (2018)</xref>
</td>
<td align="char" char=".">120</td>
<td align="char" char=".">841</td>
</tr>
<tr>
<td align="left">
<italic>Hychem skeletal</italic> <xref ref-type="bibr" rid="B46">Tao et al. (2018)</xref>
</td>
<td align="char" char=".">40</td>
<td align="char" char=".">232</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s3">
<title>3 Results and Analysis</title>
<sec id="s3-1">
<title>3.1 Laminar Flame Speed</title>
<sec id="s3-1-1">
<title>3.1.1 Flame Characteristics of JP-10/Air</title>
<p>The laminar flame speeds of JP-10 were measured under a temperature of 360&#x2013;453&#xa0;K and an equivalence ratio of 0.7&#x2013;1.3. <xref ref-type="fig" rid="F4">Figure 4</xref> shows the typical Bunsen flame under a preheating temperature of 453&#xa0;K and atmospheric pressure conditions with constant outlet velocity. With the piloted flame, the main flame of the JP-10/air mixtures can be stabilized over a wide equivalence ratio from &#x3c6; &#x3d; 0.7 to &#x3c6; &#x3d; 1.3. In the range of equivalence ratios of 0.7&#x2013;1.0, the intensity of the flame image increases with increasing equivalence ratio, and the height of the flame decreases with increasing equivalence ratio. In the range of equivalence ratios of 1.1&#x2013;1.2, the opposite trend was observed. As the fuel/air mixture flow was kept constant, according to <xref ref-type="disp-formula" rid="e1">Eq. 1</xref>, the trend of the height variation of the flame is opposite to the laminar flame speed variation, which is indeed observed in the present work.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Flame images of the JP-10/air mixture at T &#x3d; 453&#xa0;K and &#x3c6; &#x3d; 0.7&#x2013;1.3.</p>
</caption>
<graphic xlink:href="fenrg-10-910304-g004.tif"/>
</fig>
<p>The flame tip opening phenomenon was observed when the equivalence ratio values were higher than 1.3. Under these conditions, the flame was locally quenched at the flame tip and then reignited above the tip opening region, resulting in another laminar flame with a high soot concentration. <xref ref-type="fig" rid="F4">Figure 4</xref> shows the phenomenon of flame tip opening and reignition of the flame. It is found that for all the experimental conditions carried out in this work, no matter what temperature and outlet velocity vary, the flame tip opening phenomenon and reignition always occur once the equivalence ratio is higher than 1.3.</p>
<p>Some researchers have studied the flame tip opening phenomenon and attributed it to the curvature effect on nonequi-diffusive preheated mixtures of fuel/air leading to a change in the burning intensity at the flame tip (<xref ref-type="bibr" rid="B19">Ishizuka, 1982</xref>; <xref ref-type="bibr" rid="B22">Law et al., 1982</xref>; <xref ref-type="bibr" rid="B30">Mizomoto et al., 1985</xref>; <xref ref-type="bibr" rid="B31">Mizomoto and Yoshida, 1987</xref>; <xref ref-type="bibr" rid="B38">Sakai et al., 1996</xref>; <xref ref-type="bibr" rid="B3">Bouvet et al., 2011</xref>). The Lewis number, which is defined as the ratio of the mixture thermal diffusivity to the mass diffusivity of the deficient reactant, is generally considered an important parameter relevant to the flame tip opening phenomenon (<xref ref-type="bibr" rid="B31">Mizomoto and Yoshida, 1987</xref>). When the Lewis number of the unburned mixtures is less than 1, the flame burning intensity decreases at the tip, causing local quenching of the flame. The reignited flame above the main flame could possibly be due to the fuel unburned at the tip of the flame being reignited by radiation effects. Previous investigations have found that the flame tip opening phenomenon may appear on the very lean fuel side and the very rich fuel side (<xref ref-type="bibr" rid="B30">Mizomoto et al., 1985</xref>; <xref ref-type="bibr" rid="B31">Mizomoto and Yoshida, 1987</xref>). The Lewis number of the unburned mixtures in the present work with equivalence ratio and temperature variations were calculated referring to the method of literature (<xref ref-type="bibr" rid="B31">Mizomoto and Yoshida, 1987</xref>). As illustrated in <xref ref-type="table" rid="T5">Table 5</xref>, it is observed that the Lewis number decreases with increasing temperature and decreases with increasing equivalence ratio. All the flame tip opening phenomenon observed in this work occur with a Lewis number less than 1.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Summary of the Lewis number of unburned mixtures in the present work calculated with Hychem detailed mechanism.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Temperature</th>
<th colspan="2" align="center">Lewis number</th>
</tr>
<tr>
<th align="center">&#x3c6; &#x3d; 0.7</th>
<th align="center">&#x3c6; &#x3d; 1.3</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">360&#xa0;K</td>
<td align="char" char=".">2.943</td>
<td align="char" char=".">0.957</td>
</tr>
<tr>
<td align="left">423&#xa0;K</td>
<td align="char" char=".">2.938</td>
<td align="char" char=".">0.955</td>
</tr>
<tr>
<td align="left">453&#xa0;K</td>
<td align="char" char=".">2.935</td>
<td align="char" char=".">0.954</td>
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</table-wrap>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Effect of Temperature</title>
<p>To investigate the sensitivity to the preheating temperature of the JP-10/air mixture, comparisons of measured and simulated laminar flame speeds for atmospheric pressure and for various preheating temperatures T &#x3d; 360&#xa0;K, 423&#xa0;K, 453&#xa0;K and &#x3c6; &#x3d; 0.7&#x2013;1.2 are presented in <xref ref-type="fig" rid="F5">Figure 5</xref>.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Laminar flame speed of JP-10/air mixtures versus equivalence ratio range of 0.7&#x2013;1.2&#xa0;at elevated temperature: <bold>(A)</bold> T &#x3d; 360&#xa0;K. <bold>(B)</bold> T &#x3d; 423&#xa0;K. <bold>(C)</bold> T &#x3d; 453&#xa0;K. <bold>(D)</bold> Log-log plot of the laminar flame speed of JP-10/air under atmospheric temperature and different preheating temperatures.</p>
</caption>
<graphic xlink:href="fenrg-10-910304-g005.tif"/>
</fig>
<p>This shows that the laminar flame speed increases with increasing preheating temperature. The results calculated by using UCSD are generally higher than those calculated by the other two mechanisms and the measurements. The detailed mechanism of Hychem predicts a higher laminar flame speed than the skeletal mechanism. For low-temperature cases (T &#x3d; 360&#xa0;K, 423&#xa0;K), the simulation using Hychem-skeletal and Hychem-detailed mechanisms overestimates the laminar flame speed compared with measurements. For higher preheating temperatures, the simulation produces a fairly close approximation of the measurements. In terms of discrepancy, the measurement results of this study are in good agreement with Hychem detailed mechanism and skeletal mechanism, and there is a large discrepancy compared with the predicted value of UCSD mechanism. Compared with the predicted value of UCSD mechanism, the absolute discrepancy is 10&#x2013;20&#xa0;cm/s and the relative discrepancy is 20&#x2013;30%. In some data points with high equivalence ratio, the relative error is more than 30%. Other literatures also reported the great inconsistency with UCSD mechanism which may result from the overestimation of the sensitivity of cyclopentene oxidation reaction to flame speed (<xref ref-type="bibr" rid="B57">Zhong et al., 2022)</xref>. Compared with Hychem skeletal mechanism, the absolute discrepancy is within 5&#xa0;cm/s and the relative discrepancy is within 15%. The discrepancy between the experimental data and the predicted value of the mechanism at 360&#xa0;K is relatively large. The measurement results reach a good consistency with predicted results at 453&#xa0;K, the absolute discrepancy is within 2&#xa0;cm/s and the relative discrepancy is within 5%. Compared with Hychem detailed mechanism, the absolute discrepancy is within 8&#xa0;cm/s and the relative discrepancy is within 15%. The points with large discrepancy are mainly concentrated in the measurement conditions with equivalence ratio of 0.7 and 1.2. The predicted value of detailed mechanism is in good agreement with the measured value at 453&#xa0;K. The absolute discrepancy of most of the points is within 3&#xa0;cm/s and the relative discrepancy is within 5%.</p>
<p>According to the power law correlation theory of temperature dependency (<xref ref-type="bibr" rid="B28">Metghalchi and Keck, 1982</xref>; <xref ref-type="bibr" rid="B49">Varea et al., 2013</xref>) <inline-formula id="inf18">
<mml:math id="m20">
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<mml:mi>&#x3b1;</mml:mi>
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</inline-formula>, the laminar flame speed under higher temperatures can be expressed by a laminar flame speed at the reference conditions of temperature and pressure (<inline-formula id="inf19">
<mml:math id="m21">
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</inline-formula>) and multiplied by correction factors displaying the temperature dependencies. As shown in <xref ref-type="fig" rid="F5">Figure 5</xref>. (d), the laminar flame speed is plotted as a function of the preheating temperature using log-log scales, while straight lines for all of the equivalence ratios tested are observed which illustrates the temperature dependence on the laminar flame speed. The power exponent <inline-formula id="inf20">
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<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>parameters of <inline-formula id="inf21">
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<table>
<thead valign="top">
<tr>
<th colspan="2" align="left">Reference S<sub>L0</sub> parameters</th>
<th colspan="2" align="center">Slope of Log (S<sub>L</sub>)-log (T/T<sub>0</sub>)</th>
<th colspan="2" align="center">Temperature exponent <inline-formula id="inf23">
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<tbody valign="top">
<tr>
<td align="left">
<inline-formula id="inf24">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">S</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mi mathvariant="bold-italic">&#x3c6;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="char" char=".">38.79</td>
<td align="center">
<inline-formula id="inf25">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3c6;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.7</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="char" char=".">2.347</td>
<td align="center">
<inline-formula id="inf26">
<mml:math id="m28">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
<mml:mn>0</mml:mn>
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</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="char" char=".">2.220</td>
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<td align="left">
<inline-formula id="inf27">
<mml:math id="m29">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">S</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mn>0,1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="char" char=".">24.60</td>
<td align="center">
<inline-formula id="inf28">
<mml:math id="m30">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3b1;</mml:mi>
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<mml:mi mathvariant="bold-italic">&#x3c6;</mml:mi>
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<mml:mn>0.8</mml:mn>
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</mml:msub>
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</inline-formula>
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<td align="char" char=".">2.230</td>
<td align="center">
<inline-formula id="inf29">
<mml:math id="m31">
<mml:mrow>
<mml:msub>
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<mml:mn>1</mml:mn>
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</td>
<td align="char" char=".">0.475</td>
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<tr>
<td align="left">
<inline-formula id="inf30">
<mml:math id="m32">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">S</mml:mi>
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<mml:mi mathvariant="bold-italic">L</mml:mi>
<mml:mn>0,2</mml:mn>
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<td align="char" char=".">&#x2212;187.03</td>
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<inline-formula id="inf31">
<mml:math id="m33">
<mml:mrow>
<mml:msub>
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<td align="char" char=".">2.204</td>
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<td align="char" char=".">2.496</td>
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<td align="left">
<inline-formula id="inf33">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
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<mml:mn>0,3</mml:mn>
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<td align="char" char=".">&#x2212;393.71</td>
<td align="center">
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<td align="char" char=".">2.224</td>
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<td align="char" char=".">&#x2212;1.597</td>
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<td align="left">
<inline-formula id="inf36">
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<mml:msub>
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<mml:mn>0,4</mml:mn>
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<td align="char" char=".">&#x2212;377.90</td>
<td align="center">
<inline-formula id="inf37">
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<mml:msub>
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<td align="char" char=".">2.248</td>
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<td rowspan="3" align="left"/>
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<tr>
<td rowspan="2" align="left"/>
<td rowspan="2" align="left"/>
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<td align="char" char=".">2.284</td>
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<td align="center">
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<td align="char" char=".">2.404</td>
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<p>With the experimental results obtained in the present work, an empirical temperature dependency correlation was proposed by using the power law equation <xref ref-type="disp-formula" rid="e3">Eqs. 3</xref>&#x2013;<xref ref-type="disp-formula" rid="e5">5</xref>, where <inline-formula id="inf40">
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</inline-formula> is the flame speed at T &#x3d; 360&#xa0;K, <italic>p</italic> &#x3d; 0.1&#xa0;MPa.<disp-formula id="e3">
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<mml:mn>1</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3b1;</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
</sec>
<sec id="s3-1-3">
<title>3.1.3 Kinetic Analyses</title>
<p>Sensitivity analysis is conducted to identify the important reactions related to JP-10/air laminar flame speed, and fourteen reactions with the largest magnitude of sensitivity coefficient are presented in <xref ref-type="fig" rid="F6">Figure 6</xref>. The Hychem detailed mechanism is chosen in the premixed flame simulation for &#x3d5; &#x3d; 0.8, 1.0, and 1.2&#xa0;at 1&#xa0;atm and T &#x3d; 360&#xa0;K, 423&#xa0;K, and 453&#xa0;K. The normalized sensitivity coefficient (<inline-formula id="inf41">
<mml:math id="m46">
<mml:mrow>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) of the laminar flame speed is calculated using the following formula:<disp-formula id="e6">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mtext>S</mml:mtext>
<mml:mtext>i</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mtext>A</mml:mtext>
<mml:mtext>i</mml:mtext>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mtext>S</mml:mtext>
<mml:mtext>L</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msub>
<mml:mtext>S</mml:mtext>
<mml:mtext>L</mml:mtext>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msub>
<mml:mtext>A</mml:mtext>
<mml:mtext>i</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>where <inline-formula id="inf42">
<mml:math id="m48">
<mml:mrow>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the pre-exponential factor of the i<sup>th</sup> reaction. The positive sensitivity indicates that the reactions increase the flame speed, and the negative sensitivity indicates that the reactions slow down the flame speed.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Normalized sensitivity coefficients in predicting laminar flame speed of JP-10/air flame for T&#x3d; <bold>(A)</bold> 360&#xa0;K, <bold>(B)</bold> 423&#xa0;K, <bold>(C)</bold> 453&#xa0;K, and <bold>(D)</bold> &#x3d5; &#x3d; 1.0, caculated with Hychem detailed mechanism.</p>
</caption>
<graphic xlink:href="fenrg-10-910304-g006.tif"/>
</fig>
<p>The sensitivity coefficient of most reactions decreases with increasing reaction temperature. Fourteen reactions with the largest magnitude of sensitivity coefficient show that the chain branching reaction H&#x2b;O<sub>2</sub> &#x3d; O&#x2b;OH and chain propagation reaction CO&#x2b;OH &#x3d; CO<sub>2</sub>&#x2b;H dominate the chemistry of flame propagation under all conditions studied in the present work. On the other hand, the chain termination reactions H&#x2b;OH&#x2b;M &#x3d; H<sub>2</sub>O&#x2b;M, H&#x2b;O<sub>2</sub> (&#x2b;M) &#x3d; HO<sub>2</sub>(&#x2b;M) and C<sub>5</sub>H<sub>5</sub>&#x2b;H (&#x2b;M) &#x3d; C<sub>5</sub>H<sub>6</sub>(&#x2b;M) play an important role in the slowing the flame speed. The H&#x2b;O<sub>2</sub> &#x3d; O&#x2b;OH reaction is the most sensitive reaction to the flame propagation speed. The formation of the reaction product OH largely affects another reaction with a large sensitivity coefficient, CO&#x2b;OH &#x3d; CO<sub>2</sub>&#x2b;H, which in turn affects the rate at which fuel oxidizes to the final product CO<sub>2</sub>. At the same time, the competitive reaction of H&#x2b;O<sub>2</sub> &#x3d; O&#x2b;OH, H&#x2b;O<sub>2</sub> (&#x2b;M) &#x3d; HO<sub>2</sub>(&#x2b;M) slows the production of OH, and the competitive reaction of CO&#x2b;OH &#x3d; CO<sub>2</sub>&#x2b;H, H&#x2b;OH&#x2b;M &#x3d; H<sub>2</sub>O &#x2b; M hinders the oxidation of CO, so these two reactions with large negative sensitivity coefficients reduce the flame propagation speed. In addition, the reactions C<sub>5</sub>H<sub>6</sub>&#x2b;H&#x3d;C<sub>5</sub>H<sub>5</sub>&#x2b;H<sub>2</sub>, C<sub>5</sub>H<sub>5</sub>&#x2b;H (&#x2b;M) &#x3d; C<sub>5</sub>H<sub>6</sub>(&#x2b;M) and C<sub>5</sub>H<sub>6</sub>&#x2b;H&#x3d;C<sub>5</sub>H<sub>5</sub>&#x2b;H<sub>2</sub> related to the pyrolysis products of JP-10 promote and retard the flame propagation speed, respectively.</p>
<p>
<xref ref-type="fig" rid="F7">Figure 7</xref> gives the simulation results of the 1-D flame structure. The adiabatic flame temperature and the mole fraction of some major species related to flame propagation chemistry show the flame structure of JP-10&#xa0;at initial temperatures of 360&#xa0;K, 423&#xa0;K, and 453&#xa0;K and a pressure of 1&#xa0;atm. Under the lean fuel condition of equivalence ratio &#x3c6; &#x3d; 0.8, the mole fraction of CO is significantly lower than that under stoichiometric ratio conditions and under rich-fuel conditions, and the mole fraction difference at chemical equilibrium between CO<sub>2</sub> and CO reaches a level close to 0.1, which indicates that CO has been fully oxidized and to a certain extent also illustrates the full combustion of JP-10 fuel.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Major species mole fraction and adiabatic flame temperature of JP-10/air flame of T &#x3d; 360&#xa0;K, <bold>(A)</bold> &#x3c6; &#x3d; 0.8, <bold>(B)</bold> 1.0, <bold>(C)</bold> 1.2; and &#x3c6; &#x3d; 1.0, T&#x3d;<bold>(D)</bold> 423&#xa0;K, <bold>(E)</bold> 453&#xa0;K calculated with Hychem detailed mechanism.</p>
</caption>
<graphic xlink:href="fenrg-10-910304-g007.tif"/>
</fig>
<p>As the equivalence ratio increases, the mole fraction difference at chemical equilibrium between CO<sub>2</sub> and CO continues to shrink. Under the condition of equivalence ratio &#x3c6; &#x3d; 1.2, the peak concentration of CO is even higher than the peak concentration of CO<sub>2</sub>, which indicates that CO has not been fully oxidized. The change of CH<sub>2</sub>O mole fraction with temperature is not significant, but the change trend with equivalence ratio is the same as that of flame speed, which first increases and then decreases. From the previous laminar flame speed sensitivity analysis, it can be seen that H&#x2b;O<sub>2</sub> &#x3d; O&#x2b;OH and CO&#x2b;OH &#x3d; CO<sub>2</sub>&#x2b;H are the two most sensitive reactions regarding the laminar flame speed. Therefore, under rich fuel conditions, the relative shortage of O<sub>2</sub> and the relative excess of CO may lead to a decrease in reactivity, which may be one of the reasons for the decrease in laminar flame speed. The flame combustion temperature increases with increasing equivalence ratio, but in the process of increasing the equivalence ratio from 1 to 1.2, the change in the adiabatic flame temperature is not obvious, which also reflects the temperature dependence of the laminar flame speed. Within the range of equivalence ratios &#x3c6; &#x3d; 0.7&#x2013;1.2, the increase in laminar flame speed is more obvious than that in the range of 1&#x2013;1.2.</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Ignition Delay Time</title>
<sec id="s3-2-1">
<title>3.2.1 Comparison of Experimental Results</title>
<p>The measured ignition delay times of JP-10/O<sub>2</sub>/Ar mixtures are shown in <xref ref-type="fig" rid="F8">Figure 8</xref>, and the available values from the literature (<xref ref-type="bibr" rid="B10">Davidson et al., 2000</xref>; <xref ref-type="bibr" rid="B51">Wang et al., 2007</xref>) are also adopted for comparison. The ignition delay time of JP-10 decreases markedly with increasing temperature, and the &#x3c4; peak decreases from 2016&#xa0;&#x3bc;s&#xa0;at 1221&#xa0;K to 185&#xa0;&#x3bc;s&#xa0;at 1422&#xa0;K. Our measurements have a similar temperature dependence but give lower values in comparison to those of Davidson et al. (<xref ref-type="bibr" rid="B10">Davidson et al., 2000</xref>). At temperatures of 1249&#x2013;1381&#xa0;K, our measured ignition delay times agree well with the results of Wang et al. (<xref ref-type="bibr" rid="B51">Wang et al., 2007</xref>). In the investigated temperature range, however, the reported ignition delay times of JP-10 do not match well with each other. Due to the varying industrial standards, production processes, and preservation conditions, the constituents of JP-10 are usually slightly different. To confirm the reliability of the ignition delay times, some points are repeatedly measured at least two times, and the results indicate that our measurements are credible.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Comparison between our measured ignition delay times and the reported values from the literature (<xref ref-type="bibr" rid="B10">Davidson et al., 2000</xref>; <xref ref-type="bibr" rid="B51">Wang et al., 2007</xref>).</p>
</caption>
<graphic xlink:href="fenrg-10-910304-g008.tif"/>
</fig>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Sensitivity Analysis of Ignition Delay Time</title>
<p>In this work, the detailed mechanism of the hychem is selected to simulate the ignition process of JP-10. The reaction model is a closed homogeneous batch reactor. In the simulation calculation, the time corresponding to the intersection of the tangent at the maximum slope of the temperature curve and baseline is defined as the ignition time.</p>
<p>
<xref ref-type="fig" rid="F9">Figure 9</xref> shows the measurement results of the ignition delay time of JP-10 and the numerical calculation results using the detailed mechanism of Hychem. <xref ref-type="fig" rid="F9">Figure 9</xref> shows that the ignition delay time decreases with increasing premixed gas temperature, and the premixed gas needs a longer time to absorb heat at lower temperatures to reach the ignition conditions. As mentioned above, the experimental data obtained in this paper show an overall smaller trend compared with the experimental data under similar working conditions in the literature, and it is also lower compared with the numerical calculation results, which may be related to the differences in the definitions of ignition delay time and experimental samples.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Comparison between our measured ignition delay times and the calculated values with Hychem detailed mechanism.</p>
</caption>
<graphic xlink:href="fenrg-10-910304-g009.tif"/>
</fig>
<p>To further explore the key reactions leading to the ignition process, sensitivity analysis was carried out on the basis of the Hychem mechanism. The sensitivity coefficient is defined as<disp-formula id="e7">
<mml:math id="m49">
<mml:mrow>
<mml:mi>S</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>2.0</mml:mn>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>0.5</mml:mn>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>1.5</mml:mn>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>where <inline-formula id="inf43">
<mml:math id="m50">
<mml:mi>&#x3c4;</mml:mi>
</mml:math>
</inline-formula> is the ignition delay time and k<sub>i</sub> is the pre-exponential factor of the ith reaction. In this paper, the positive sensitivity coefficient indicates that it can inhibit the ignition process, and the negative sensitivity coefficient indicates that it can promote the ignition process. <xref ref-type="fig" rid="F10">Figure 10</xref> shows the key sensitive reactions of JP-10/O<sub>2</sub>/Ar mixture ignition at T &#x3d; 1478&#xa0;K, <italic>p</italic> &#x3d; 3.6&#xa0;atm and &#x3c6; &#x3d; 1.0.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Normalized sensitivity coefficients in predicting ignition delay time of JP-10/O<sub>2</sub>/Ar mixture for T &#x3d; 1478&#xa0;K, <italic>p</italic> &#x3d; 3.6&#xa0;atm, &#x3c6; &#x3d; 1.0 calculated with Hychem detailed mechanism.</p>
</caption>
<graphic xlink:href="fenrg-10-910304-g010.tif"/>
</fig>
<p>As shown in <xref ref-type="fig" rid="F10">Figure 10</xref>, the chain branching reaction H&#x2b;O<sub>2</sub> &#x3d; O&#x2b;OH dominates the ignition chemical process of JP-10. One of the fourteen most important reactions is related to JP-10 fuel. R4 involves the cracking of fuel into C<sub>2</sub>, C<sub>3</sub>, and C<sub>5</sub> low-carbon molecules, while other key reactions are related to these low-carbon molecules. The reaction of C<sub>3</sub>H<sub>3</sub> and C<sub>2</sub>H<sub>2</sub> to produce C<sub>5</sub>H<sub>5</sub> has a significant impact on the ignition process, and the second largest negative sensitivity coefficient is given. Small radical reactions such as OH have a significant impact on the ignition delay time and participate in most of the fourteen key radical reactions. In addition, the bonding reaction of C<sub>3</sub>H<sub>5</sub> and C<sub>5</sub>H<sub>5</sub> absorbing H radicals can inhibit the ignition process.</p>
</sec>
</sec>
</sec>
<sec id="s4">
<title>4 Conclusion</title>
<p>As a high-density hydrocarbon fuel, JP-10 has an excellent application prospect in the field of aircraft propulsion system, but there are few studies on its combustion kinetics and experimental measurement to verify these mechanisms. In this paper, the basic combustion characteristics of JP-10 (laminar flame speed, ignition delay time) are measured, and kinetic studies are conducted to verify the reported mechanism. The main conclusions are as follows:<list list-type="simple">
<list-item>
<p>1) Experimental study on laminar flame speed of JP-10/air mixture were conducted in Bunsen burner at different equivalence ratios (0.7&#x2013;1.2), temperatures (360&#x2013;453&#xa0;K), atmosphere pressure. Correlation of laminar flame speed is given according to the power law correlation theory of temperature dependency. The comparison between experimental data and mechanism prediction shows that the UCSD mechanism has an overestimation trend in predicting laminar flame speed and the prediction of Hychem mechanisms (detailed and skeletal) is in good agreement with experimental data.</p>
</list-item>
<list-item>
<p>2) Experimental study on ignition delay time of 0.2%JP-10/2.8%O<sub>2</sub>/97%Ar mixture were conducted in shock tube at different temperatures (1183K&#x2013;1478K), 3.4&#xa0;atm. The comparison shows that the Hychem detailed mechanism overestimates the ignition delay time at our experimental conditions.</p>
</list-item>
<list-item>
<p>3) Kinetic studies show that there are three reactions (H&#x2b;O<sub>2</sub> &#x3d; O&#x2b;OH, C<sub>5</sub>H<sub>5</sub>&#x2b;H (&#x2b;M) &#x3d; C<sub>5</sub>H<sub>6</sub>(&#x2b;M), C<sub>3</sub>H<sub>3</sub>&#x2b;C<sub>2</sub>H<sub>2</sub> &#x3d; C<sub>5</sub>H<sub>5</sub>) determine the laminar flame speed and ignition delay time at tested temperature and equivalence ratio range.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>JY (First author): experiment, data processing, writing original draft, conceptualization, methodology; YW (corresponding author): funding acquisition, data curation, writing original draft, supervision; ZZ: experiment, writing original draft, review and; editing; YS: data processing, writing original draft; LP: providing JP-10 fuel, review and; editing.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This research is supported by National Natural Science Foundation of China No.51906016.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec 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>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fenrg.2022.910304/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fenrg.2022.910304/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material>
<label>Supplementary Table S1</label>
<caption>
<p>Measured ignition delay times of JP-10/O2/Ar.</p>
</caption>
</supplementary-material>
<supplementary-material>
<label>Supplementary Table S2</label>
<caption>
<p>Measured laminar flame speed (cm/s) of JP-10/air.</p>
</caption>
</supplementary-material>
<supplementary-material xlink:href="Datasheet1.DOCX" id="SM1" mimetype="application/DOCX" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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