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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">865375</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2022.865375</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemistry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effect of Gallium as an Additive Over Corresponding Ni&#x2013;Mo/&#x3b3;-Al<sub>2</sub>O<sub>3</sub> Catalysts on the Hydrodesulfurization Performance of 4,6-DMDBT</article-title>
<alt-title alt-title-type="left-running-head">Huang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Ga-Modified Ni&#x2013;Mo/&#x3b3;-Al2O3 Hydrodesulfurization Catalyst</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Meng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Wenbin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Anqi</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>Yang</surname>
<given-names>Han</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jia</surname>
<given-names>Yijing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yu</surname>
<given-names>Zhiqing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Zhusong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Xiaohan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhou</surname>
<given-names>Yasong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wei</surname>
<given-names>Qiang</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/727173/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>
<institution>State Key Laboratory of Heavy Oil Processing</institution>, <institution>College of Chemical Engineering and Environment</institution>, <institution>China University of Petroleum</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>
<institution>Fushun Research Institute of Petroleum and Petrochemicals, SINOPEC</institution>, <addr-line>Fushun</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/1319504/overview">Qingyi Zeng</ext-link>, University of South China, 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/1626270/overview">Min Wang</ext-link>, Jinan University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/812292/overview">Yanbiao Liu</ext-link>, Donghua University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Qiang Wei, <email>qwei@cup.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Inorganic Chemistry, a section of the journal Frontiers in Chemistry</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>15</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>865375</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Huang, Huang, Li, Yang, Jia, Yu, Xu, Wang, Zhou and Wei.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Huang, Huang, Li, Yang, Jia, Yu, Xu, Wang, Zhou and Wei</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Experiments were carried out to research the different contents of Ga<sub>2</sub>O<sub>3</sub> modification effects on the hydrodesulfurization (HDS) performance of 4,6-dimethyldibenzothiophene (4,6-DMDBT) catalyzed by the stepwise impregnation method. Characterization techniques such as XRD, BET, HRTEM, NH<sub>3</sub>-TPD, and Py-FTIR were performed to determine the effects of each modification of the catalyst by Ga on the properties of the prepared supports and catalysts. The catalytic effect of gallium is reflected in the fact that the empty d-orbitals of Ga elements participate in the formation of molecular orbitals in the active center and change their orbital properties, thus generating a direct desulfurization active phase suitable for complex sulfides for endpoint adsorption. The characterization results indicated that the introduction of Ga<sub>2</sub>O<sub>3</sub> with appropriate content (2&#xa0;wt.%) promoted Ni and Mo species to disperse uniformly and doping of more Ni atoms into the MoS<sub>2</sub> crystals, which also increased the average stacking number and the length of MoS<sub>2</sub>. As a result, more NiMoS active phases were favored to form in the system. The specific surface area and the amounts of acid sites were increased, facilitating the adsorption of reactant molecules and the HDS reactions. The HDS results also suggested the effects of Ga modification play a very important role in the catalytic performance of the corresponding catalysts. The catalyst Ga&#x2013;Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> exhibited the highest conversion rate towards 4,6-DMDBT HDS when the amount of Ga<sub>2</sub>O<sub>3</sub> loading was 2&#xa0;wt.% with an LHSV of 2.5&#xa0;h<sup>&#x2212;1</sup> at 290&#xb0;C and Ga modification also can effectively improve the direct desulfurization (DDS) route selectivity in varying degrees.</p>
</abstract>
<kwd-group>
<kwd>Ga modification</kwd>
<kwd>HDS catalyst</kwd>
<kwd>4,6-DMDBT conversion rate</kwd>
<kwd>DDS route selectivity</kwd>
<kwd>active phase</kwd>
</kwd-group>
<contract-num rid="cn001">22078360</contract-num>
<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>Introduction</title>
<p>With the increase in global environmental pollution and environmental laws and regulations in various countries becoming stricter, exhaust from the combustion of sulfide in automotive diesel has become one of the important sources of pollution (<xref ref-type="bibr" rid="B46">Wang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B26">Liu et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B49">Weng et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B52">Zeng et&#x20;al., 2021</xref>). The Environmental Protection Agency (EPA) and E.U. stipulate that the sulfur content should not exceed 10 and 15&#xa0;ppm (<xref ref-type="bibr" rid="B23">Kulkarni and Afonso, 2010</xref>; <xref ref-type="bibr" rid="B27">Liu et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B16">Guo et&#x20;al., 2021</xref>). Therefore, low sulfurization of diesel fuel and achieving deep desulfurization of diesel fuel have become a key issue in hydrodesulfurization (<xref ref-type="bibr" rid="B18">Humadi et&#x20;al., 2021</xref>). At present, diesel desulfurization technologies being investigated at home and abroad include adsorptive desulfurization (ADS), oxidative desulfurization (ODS), biodesulfurization (BDS), and hydrodesulfurization (HDS). ODS is a technology for oxidizing heavy sulfides by adding one or two oxygen atoms to sulfur using a suitable oxidant at low temperature and pressure; however, the chosen oxidant is not always selective, and the selective solvent for the extraction of sulfur compounds is not necessarily suitable either (<xref ref-type="bibr" rid="B1">Ali et&#x20;al., 2006</xref>). The basic principle of ADS is to use adsorbents to adsorb sulfur compounds in diesel oil so as to remove sulfides from diesel (<xref ref-type="bibr" rid="B40">Selvavathi et&#x20;al., 2009</xref>). However, adsorption desulfurization is difficult to regenerate, and most adsorbents are not highly selective for sulfides such as 4,6-DMDBT, which are difficult to hydrotreat (<xref ref-type="bibr" rid="B20">Jayaraman et&#x20;al., 2004</xref>). BDS is a new technology for the removal of bound sulfur from sulfur-containing heterocyclic compounds in petroleum using aerobic and anaerobic bacteria at atmospheric pressure and temperature, with promising applications (<xref ref-type="bibr" rid="B29">Mohebali and Ball, 2016</xref>). Nevertheless, the desulfurization rates of biocatalysts and the ability of organic sulfides limit their large-scale commercialization (<xref ref-type="bibr" rid="B30">Monticello, 2001</xref>). Based on the challenges of the abovementioned three technologies, HDS remains the most widely used technology in the world, which is a heterogeneous and conventional hydrogenation reaction (<xref ref-type="bibr" rid="B5">Chandra Srivastava, 2012</xref>). Compared with the former three, it has longer catalyst lifetime and stronger catalyst adaptability to the feed and has the advantage of a higher desulfurization rate for HDS (<xref ref-type="bibr" rid="B17">Huang et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B49">Weng et&#x20;al., 2020</xref>). However, HDS cannot effectively remove low-reactive sulfur compounds, such as dibenzothiophene (DBT) and its derivatives, especially 4,6-DMDBT. In order to effectively remove 4,6-DMDBT, two pathways, direct desulfurization (DDS) and hydrodesulfurization (HYD), have been studied by many scholars (<xref ref-type="bibr" rid="B14">Gates and Tops&#xf8;e, 1997</xref>; <xref ref-type="bibr" rid="B24">Li et&#x20;al., 2019</xref>). Studies have shown that unsubstituted 4,6-DMDBT HDS reaction is more dependent on the DDS path, where it not only reacts faster but also results in desulfurization under the premise of ensuring that the aromatic rings do not increase. However, it is limited by its steric hindrance of the substituents (<xref ref-type="bibr" rid="B51">Yin et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B47">Wang et&#x20;al., 2020</xref>). In order to design and prepare a highly active hydrodesulfurization catalyst, <xref ref-type="bibr" rid="B35">Okamoto and Kubota (2003</xref>) synthesized SiO<sub>2</sub>-, TiO<sub>2</sub>-, ZrO<sub>2</sub>-, and Al<sub>2</sub>O<sub>3</sub>-supported catalysts using the CVD technique and found that the activity of hydrodesulfurization is positively correlated with the amount of CoMoS phases. <xref ref-type="bibr" rid="B45">Wagenhofer et&#x20;al. (2020</xref>) thought that unsupported Ni&#x2013;Mo sulfides react more rapidly than Al<sub>2</sub>O<sub>3</sub>-supported catalysts on the rate of hydrodesulfurization. <xref ref-type="bibr" rid="B31">Naboulsi et&#x20;al. (2017</xref>) considered that the DDS route is a mainly hydrodesulfurization route than HYD when dual mesoporous titania is used as a support. Due to the high OH concentration on the surface of the support, an inherent Br&#xf6;nsted acid center is formed that is conducive to direct desulfurization through isomerization and disproportionation reactions. In addition, the exploration of support modification has not stopped, and composite supports such as SiO<sub>2</sub>&#x2013;TiO<sub>2</sub> (<xref ref-type="bibr" rid="B13">Gallegos&#x2013;Hern&#xe1;ndez et&#x20;al., 2020</xref>), SiO<sub>2</sub>&#x2013;Al<sub>2</sub>O<sub>3</sub> (<xref ref-type="bibr" rid="B50">Xu et&#x20;al., 2017</xref>), ZrO<sub>2</sub>&#x2013;Al<sub>2</sub>O<sub>3</sub> (<xref ref-type="bibr" rid="B4">Baston et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B9">D&#xed;az&#x2013;Garc&#xed;a et&#x20;al., 2017</xref>), and MgO<sub>2</sub>&#x2013;Al<sub>2</sub>O<sub>3</sub> (<xref ref-type="bibr" rid="B37">Rana et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B15">Guevara-Lara et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B44">V&#xe1;zquez&#x2013;Garrido et&#x20;al., 2019</xref>) are still a hot topic for the majority of scholars. However, due to its low cost, easy industrialization, and high surface area, as well as excellent thermal, mechanical, and chemical stability, &#x3b3;-Al<sub>2</sub>O<sub>3</sub> is still the most widely used carrier for hydrodesulfurization catalysts (<xref ref-type="bibr" rid="B10">Egorova, 2004</xref>; <xref ref-type="bibr" rid="B48">Wang et&#x20;al., 2016</xref>).</p>
<p>It has been proposed that most hydrotreating reactions take place at the MoS<sub>2</sub> edge and HDS has been found to occur at the corner sites (Abrams et&#x20;al., 1996; <xref ref-type="bibr" rid="B11">Eijsbouts, 1997</xref>; <xref ref-type="bibr" rid="B22">Kasztelan et&#x20;al., 1984</xref>; <xref ref-type="bibr" rid="B21">Kasztelan, 1990</xref>). <xref ref-type="bibr" rid="B38">Schuit and Gates (1973</xref>) believed that the S-atom in the upper layer is chemically bonded to the Mo-atom in the immediate lower layer. When the Mo atoms are reduced from Mo<sup>5&#x2b;</sup> to Mo<sup>3&#x2b;</sup>, the S atoms move out of the surface, thus forming active sites. The cofactor Ni enters into the surface structure of the alumina carrier and induces the formation of a tetrahedral structure of the secondary Al atoms. Each S atom is bonded to two Mo atoms, and when the S atoms are removed, the S hole formed releases the two Mo atoms and causes one of them to form an adsorption site. The performance of the catalyst is directly related to the number of active sites with high catalytic performance. For the NiMoS active phase, Ni mainly contributes to the associated generation of sulfhydryl (SH) groups and their selective incorporation at the MoS<sub>2</sub> slab edge (<xref ref-type="bibr" rid="B8">Cop&#xe9;ret, 2013</xref>; <xref ref-type="bibr" rid="B39">Sch&#xfc;th, 2009</xref>). When metal elements with suitable electronic structures are introduced into Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> bimetallic catalysts, the active phase of Ni&#x2013;Mo&#x2013;S is affected and the concentration of active centers is increased; thus, the activity of the catalyst for hydrodesulfurization reaction is enhanced (<xref ref-type="bibr" rid="B28">Manoli et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B43">Varga et&#x20;al., 2017</xref>). <xref ref-type="bibr" rid="B12">Ferdous et&#x20;al. (2005</xref>) suggested the increased activity is related to the decrease of average slab length and the increase of MoS<sub>2</sub> edge along with angular atom dispersion. More importantly, it can promote the formation of more type II NiMoS active phases (<xref ref-type="bibr" rid="B54">Zhou et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B55">Zhou et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B41">Tanimu and Alhooshani, 2019</xref>). It is generally believed that there is a great correlation between the numbers of type II NiMoS active phases and the catalytic activity of the catalyst (<xref ref-type="bibr" rid="B6">Chen et&#x20;al., 2013</xref>). Research shows that the metal&#x2013;support interaction (MSI) is crucial for electron transfer between the metal and support when the catalysts support multiple metals (<xref ref-type="bibr" rid="B33">Ning et&#x20;al., 2017</xref>). To explore the effect of metal additives on the activity of HDS, a large number of polymetallic catalysts supported on &#x393;-Al<sub>2</sub>O<sub>3</sub> have been investigated, such as Fe (<xref ref-type="bibr" rid="B25">Liu et&#x20;al., 2021</xref>), Zn, Ru, and Ir (<xref ref-type="bibr" rid="B34">Niquillerothlisberger and Prins, 2006</xref>), and even noble metal Pt (<xref ref-type="bibr" rid="B25">Liu et&#x20;al., 2021</xref>) and its alloys Pt&#x2013;Pd (<xref ref-type="bibr" rid="B34">Niquillerothlisberger and Prins, 2006</xref>). Pt is favored by scholars over other metals because it has more advantages in providing active hydrogen species, giving the catalyst superior hydrogenation performance. However, the sulfur resistance of Pt-based catalysts is still a major problem that plagues practical applications and needs to be enhanced. In recent years, the addition of Ga as a metal additive for the synthesis of HDS catalysts has started to attract attention due to the advantage of circumventing the high cost of precious metals (<xref ref-type="bibr" rid="B3">Altamirano et&#x20;al., 2005</xref>). Gallium ions not only have a high affinity for tetrahedral sites of alumina but also change the ratio of tetrahedral to octahedral species of Ni (Co) that can participate in the MoS<sub>2</sub> decoration (<xref ref-type="bibr" rid="B7">Cimino et&#x20;al., 1975</xref>; <xref ref-type="bibr" rid="B19">Jacono et&#x20;al., 1977</xref>). Moreover, people have found that the modification of gallium on the surface will not only change the morphology of the MoS<sub>2</sub> slab promoted by active metal Ni but also enhance the vulcanization of Mo species (<xref ref-type="bibr" rid="B57">Zhou et&#x20;al., 2017</xref>). <xref ref-type="bibr" rid="B3">Altamirano et&#x20;al. (2005</xref>) observed the addition of Ga increased the activity of the NiMo catalyst and affected the reaction rate of the HYD route and DDS route in different degrees. Ga has the outer electron arrangement of 4s<sup>2</sup>4p<sup>1</sup> and has an outer orbit similar to that of Ni (3d<sup>8</sup>4s<sup>2</sup>) and Mo (4d<sup>5</sup>5s<sup>1</sup>). As a result, the empty orbitals participate in the formation of active center molecular orbitals and modify the morphology of Ni&#x2013;Mo&#x2013;S active phases (<xref ref-type="bibr" rid="B2">Altamirano-Sanchez et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B53">Zepeda and Pawelec, 2012</xref>; <xref ref-type="bibr" rid="B56">Zhou et&#x20;al., 2018</xref>). Nevertheless, for HDS activity, there is no clear and reasonable explanation about the additional amount of metal content and reaction conditions.</p>
<p>Considering that in this context, a series of catalysts with the Ga content ranging from 2 to 6&#xa0;wt.% were prepared by the stepwise impregnation method. A succession of characterizations (XRD, BET, TEM, NH3-TPD, and Py-FTIR) were carried out to investigate the effect of Ga loading on the physical and chemical properties of the Ni&#x2013;Mo/&#x3b3;-Al<sub>2</sub>O<sub>3</sub> catalyst. The hydrodesulfurization reaction was evaluated using 4,6-DMDBT as the probe molecule, and the effects of Ga loading and reaction conditions (temperature and liquid hourly space velocities) on the hydrodesulfurization conversion and DDS selectivity of 4,6-DMDBT were examined.</p>
</sec>
<sec id="s2">
<title>Experimental</title>
<sec id="s2-1">
<title>Preparation of the Supports</title>
<p>First, &#x3b3;-Al<sub>2</sub>O<sub>3</sub> was prepared by the strip extrusion method with the following process conditions: pseudo-boehmite (Shandong Aluminum Corporation) and deionized water were mixed thoroughly at a mass ratio of 1:1, and then, 2&#xa0;wt.% sesbania powder (Shandong Xunda Chemical Group Co., Ltd.) and 5&#xa0;wt.% nitric acid (HNO<sub>3</sub>, Aladdin, 65%) were added. The mixture was extruded by using an extruding machine at 30&#xa0;MPa pressure, and the extruded strips were shaped into a clover type with a diameter of 1.5&#xa0;mm. The supports was naturally dried in a place of protection from light and ventilation for 24&#xa0;h and then dried in a drying oven at 120&#xb0;C for 12&#xa0;h, and finally, the required &#x3b3;-Al<sub>2</sub>O<sub>3</sub> supports were obtained in a muffle furnace at a heating rate of 2&#xb0;C&#xa0;min<sup>&#x2212;1</sup>, kept at 500&#xb0;C for 4.0&#xa0;h, and naturally cooled to room temperature. The obtained supports were sieved into particles with the size of 20&#x2013;40 meshes.</p>
</sec>
<sec id="s2-2">
<title>Preparation of the Ni&#x2013;Mo/&#x3b3;-Al<sub>2</sub>O<sub>3</sub> Catalysts</title>
<p>The incipient wetness co-impregnation method was used to synthesize Ni&#x2013;Mo/&#x3b3;-Al<sub>2</sub>O<sub>3</sub> catalysts, and the active metal loading was MoO<sub>3</sub>:16&#xa0;wt.% and NiO:4&#xa0;wt.%, respectively. The specific preparation process is as follows: a certain mass of ammonium heptamolybdate tetrahydrate [(NH<sub>4</sub>)<sub>6</sub>Mo<sub>7</sub>O<sub>24</sub>&#x22c5;4H<sub>2</sub>O, Aladdin, &#x2265;99.8%] was added to an appropriate amount of deionized water and ammonia to dissolve it completely, and then, nickel nitrate hexahydrate [Ni(NO<sub>3</sub>)<sub>2</sub>&#x22c5;6H<sub>2</sub>O, Aladdin, &#x2265;99.8%] solution was added and stirred uniformly to obtain the nickel&#x2013;molybdenum co-impregnated solution. The prepared Ni&#x2013;Mo co-impregnation solution was evenly added dropwise to the alumina surface, and the samples were naturally dried at room temperature for 24&#xa0;h, then dried in an oven for 6&#xa0;h, and finally, heated to 500&#xb0;C at a rate of 2&#xb0;C&#xa0;min<sup>&#x2212;1</sup> in a muffle furnace kept at a constant temperature for 4.0&#xa0;h.</p>
</sec>
<sec id="s2-3">
<title>Preparation of the Ga-Modified Ni&#x2013;Mo/&#x3b3;-Al<sub>2</sub>O<sub>3</sub> Series Catalysts</title>
<p>A series of Ga-modified Ni&#x2013;Mo/&#x3b3;-Al<sub>2</sub>O<sub>3</sub> catalysts were prepared using the stepwise impregnation method, in which the Ga<sub>2</sub>O<sub>3</sub> loading amount was 2&#xa0;wt.%, 4&#xa0;wt.%, and 6&#xa0;wt.%, respectively, and the specific steps were as follows: gallium nitrate (Ga(NO<sub>3</sub>)<sub>3</sub>&#x22c5;H<sub>2</sub>O, Aladdin, &#x2265;99.5%) was dissolved in the deionized water, and then, the solution was loaded using incipient wetness impregnation on the Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>. The sample was dried in air for 24&#xa0;h and then dried in an oven at 120&#xb0;C for 4&#xa0;h. Finally, it was heated to 500&#xb0;C at 2&#xb0;C&#xa0;min<sup>&#x2212;1</sup> in a muffle furnace, with a constant temperature for 4.0&#xa0;h. The obtained catalysts were denoted as SCal (2&#xa0;wt.% Ga<sub>2</sub>O<sub>3</sub>), Scam (4&#xa0;wt.% Ga<sub>2</sub>O<sub>3</sub>), and SCah (6&#xa0;wt.% Ga<sub>2</sub>O<sub>3</sub>) depending on Ga<sub>2</sub>O<sub>3</sub> content from low to&#x20;high.</p>
</sec>
<sec id="s2-4">
<title>Material Characterization</title>
<p>All catalyst samples synthesized were characterized on a PANalytical advanced powder diffractometer using Cu K&#x3b1; radiation with an accelerating voltage of 40&#xa0;kV and current of 40&#xa0;mA in the 2&#x3b8; interval of 5&#x2013;80 &#xb0;<italic>via</italic> a scanning rate of 0.2 &#xb0;s<sup>&#x2212;1</sup>, by which the patterns of X-ray diffraction (XRD) were recorded. The surface areas of the tested samples were carefully calculated by using the Brunauer&#x2013;Emmett&#x2013;Teller (BET) equation in the relative pressure (P/P0) range of 0.05&#x2013;0.30. The pore diameter distributions and pore volumes of all the investigated samples were calculated using the Barrett&#x2013;Joyner&#x2013;Halenda (BJH) method from the N<sub>2</sub> adsorption isotherms. The catalysts were sulfided in a JQ-III fixed-bed microreactor with 2&#xa0;wt.% CS<sub>2</sub> cyclohexane solution at 320&#xb0;C for 4&#xa0;h. Afterward, the investigated catalysts were taken on a Philips Tecnai G2 F20 instrument with an acceleration voltage of 200&#xa0;keV to obtain the images of active phases <italic>via</italic> a high-resolution transition electron microscope (HRTEM). To analyze the results of the average slab length and average stacking number of MoS<sub>2</sub>, no less than 300 MoS<sub>2</sub> slabs were counted using the equations reported elsewhere (<xref ref-type="bibr" rid="B36">Ortega&#x2013;Dom&#xed;nguez et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B54">W. Zhou et&#x20;al., 2017</xref>).<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi mathvariant="normal">Average</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">slab</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">length</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>L</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mo>&#xa0;</mml:mo>
<mml:mi mathvariant="normal">Average</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">stacking</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">number</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>N</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <italic>l</italic>
<sub>
<italic>i</italic>
</sub> is the length of the slab, <italic>n</italic>
<sub>
<italic>i</italic>
</sub> is the number of slabs with length <italic>l</italic>
<sub>
<italic>i</italic>
</sub>, and <italic>N</italic>
<sub>
<italic>i</italic>
</sub> is the number of layers in slab&#x20;<italic>i</italic>.</p>
<p>The acidity of the catalysts was assessed by NH<sub>3</sub> temperature programmed desorption (NH<sub>3</sub>-TPD), which was performed on an Auto Chem II 2920 automatic chemical adsorption instrument. All catalysts were pretreated in an Ar and air mixture (v:v &#x3d; 3:1) at 773k for 60&#xa0;min and then cooled to 373&#x20;k in Ar flow and adsorbed NH<sub>3</sub> for 40&#xa0;min. Then, the physically adsorbed NH<sub>3</sub> was removed in a continuous Ar flow for 90&#xa0;min. The reactor temperature was then programmed to increase with a heating rate of 10&#xb0;Cmin<sup>&#x2212;1</sup> for 65&#xa0;min, and the amount of desorbed NH<sub>3</sub> was detected by using a continuous effluent gas monitor with a thermal conductivity detector (TCD). After the IR spectra were recorded on a Magna 560&#xa0;FT-IR analyzer, pyridine-adsorbed Fourier transform infrared measurements (Py-FTIR) was used to assess the acidity properties of all the samples by using pyridine as a probe molecule. Firstly, the sample was dehydrated for 3&#xa0;h at 623&#xa0;K under 10<sup>&#x2212;2</sup>&#xa0;Pa vacuum. Second, to obtain the saturated adsorption of the Py-FTIR spectrum, pure pyridine vapor was added to the measured samples at room temperature for 30&#xa0;min. Finally, the adsorbed pyridine was evacuated, respectively, at 523k and 623k for an hour so as to obtain the desorbed Py-FTIR spectra.</p>
</sec>
<sec id="s2-5">
<title>Catalyst Assessment</title>
<p>4,6-DMDBT was used as a probe to assess the HDS performances of SCal, Scam, and SCah catalysts. On the fixed-bed reactor whose length was 200&#xa0;mm and inner diameter was 8&#xa0;mm, 2.0&#xa0;g of catalyst was loaded with a particle size of 20&#x2013;40 meshes. In the first place, the pre-sulfidation of tested catalysts was carried out with 2.2&#xa0;wt.% CS<sub>2</sub> cyclohexane solution at 330&#xb0;C and 4&#xa0;MPa with H<sub>2</sub>/oil (v/v) of 60 for 4&#xa0;h. Then, the reactor temperature was allowed to drop to the temperature required for the reaction at the previous condition. Stabilization of the 4,6-DMDBT cyclohexane solution at a mass concentration of 1.0% was carried out for 4&#xa0;h at 4.0&#xa0;MPa and 270&#xb0;C, 280, and 290&#xb0;C, respectively. The H<sub>2</sub>/oil (v/v) was maintained at 120 when all catalysts were evaluated. The collected products of 4,6-DMDBT was determined by the GC&#x2013;MS technique on an Agilent 4890D gas chromatograph equipped with a 60&#xa0;m capillary Rtx-1 column (0.25&#xa0;mm, RESREK). The column temperature was increased from 50 to 300&#xb0;C at a rate of 15&#xb0;C&#xa0;min<sup>&#x2212;1</sup>, while the N<sub>2</sub> pressure was maintained at 0.3&#xa0;MPa and the flow rate was 30 ml&#xa0;min<sup>&#x2212;1</sup>. The 4,6-DMDBT conversions and DDS route selectivity (3,3&#x2032;-DMBP selectivity) were counted using the following equations, respectively:<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mn>4,6</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">DMDBT</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">conversions</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>C</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>n</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mrow>
<mml:mn>4,6</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
<mml:mi>M</mml:mi>
<mml:mi>D</mml:mi>
<mml:mi>B</mml:mi>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:mi mathvariant="normal">DDS</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">Route</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">selectivity</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mi>D</mml:mi>
<mml:mi>S</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mrow>
<mml:mn>3,3</mml:mn>
<mml:mo>&#x2032;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
<mml:mi>M</mml:mi>
<mml:mi>B</mml:mi>
<mml:mi>P</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mrow>
<mml:mn>4,6</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
<mml:mi>M</mml:mi>
<mml:mi>D</mml:mi>
<mml:mi>B</mml:mi>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>where <italic>m</italic>
<sub>
<italic>4,6-DMDBT</italic>
</sub> is the molar fraction of remaining 4,6-DMDBT and <italic>m</italic>
<sub>
<italic>3,3&#x2032;-DMBP</italic>
</sub> is the molar fraction of 3,3&#x2032;-DMBP tested in the liquid products.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>Effect of Ga Modification on Crystalline Structure</title>
<p>The spectra of Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> modified by the stepwise impregnation method with different Ga loadings determined by powder X-ray diffraction are shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>. It can be seen from the diagrams the characteristic diffraction peaks (4.4.0), (4.0.0), and (3.1.1) of &#x3b3;-Al<sub>2</sub>O<sub>3</sub> are almost unchanged, which shows that the crystal structure of &#x3b3;-Al<sub>2</sub>O<sub>3</sub> is not affected. No characteristic peaks of Ga<sub>2</sub>O<sub>3</sub> and other Ga compounds are found in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>, which indicates that Ga<sub>2</sub>O<sub>3</sub> was highly dispersed on Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> and loaded well. However, diffraction peaks (0.2.2), (-3.1.2), and (2.2.0) of NiMoO<sub>4</sub> were observed, illustrating that the introduction of Ga<sub>2</sub>O<sub>3</sub> brought about the agglomeration of Ni and Mo elements. In addition, the characteristic peak intensity of NiMoO<sub>4</sub> increased with the increase in the content of Ga<sub>2</sub>O<sub>3</sub>, which manifests that the introduction of excessive Ga<sub>2</sub>O<sub>3</sub> is not conducive to the dispersion of Ni and Mo elements.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>XRD patterns of impregnated Ga-modified Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>: (a) Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>, (b) SGal, (c) SGam, and (d) SGah.</p>
</caption>
<graphic xlink:href="fchem-10-865375-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Effect of Ga Modification on Pore Structure</title>
<p>The method of N<sub>2</sub> physical adsorption&#x2013;desorption was carried out to confirm the size of the specific surface area, average pore diameter, and pore volume of Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>, SGal, SGam, and SGah. The abovementioned textural properties are calculated and displayed about the four synthesized samples in <xref ref-type="table" rid="T1">Table&#x20;1</xref>, and the results of pore size distribution for two samples are recorded in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>. From the data in <xref ref-type="table" rid="T1">Table&#x20;1</xref>, it is clearly found, especially for SGam, that the specific surface area increased from 214&#xa0;m<sup>2</sup>&#xa0;g<sup>&#x2212;1</sup> to 227&#xa0;m<sup>2</sup>&#xa0;g<sup>&#x2212;1</sup>with the addition of Ga<sub>2</sub>O<sub>3</sub> in comparison with Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>, indicating that the introduced Ga<sub>2</sub>O<sub>3</sub> had a wide distribution in the inner and outer surface of the catalyst; however, the pore volume and pore size decreased to some extent because parts of Ga<sub>2</sub>O<sub>3</sub> blocked the pore channel of alumina. It can be seen from <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> that the pore size distribution curve moved to the direction of small pores, and the peak area decreases slightly, which also proved that a large number of pores were blocked or even disappeared with the introduction of gallium.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Pore structural properties of impregnated Ga-modified Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample</th>
<th align="center">S<sub>BET</sub>, m<sup>2</sup>&#xb7;g<sup>&#x2212;1</sup>
</th>
<th align="center">V<sub>total</sub>, cm<sup>3</sup>&#xb7;g<sup>&#x2212;1</sup>
</th>
<th align="center">D, nm</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">NiMo&#x2013;Al<sub>2</sub>O<sub>3</sub>
</td>
<td align="center">214</td>
<td align="char" char=".">0.51</td>
<td align="char" char=".">9.5</td>
</tr>
<tr>
<td align="left">SGal</td>
<td align="center">218</td>
<td align="char" char=".">0.46</td>
<td align="char" char=".">6.8</td>
</tr>
<tr>
<td align="left">SGam</td>
<td align="center">227</td>
<td align="char" char=".">0.45</td>
<td align="char" char=".">7.9</td>
</tr>
<tr>
<td align="left">SGah</td>
<td align="center">221</td>
<td align="char" char=".">0.41</td>
<td align="char" char=".">7.5</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Pore diameter distribution of impregnated Ga-modified Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>.</p>
</caption>
<graphic xlink:href="fchem-10-865375-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>Effect of Ga Modification on Morphological Characteristics</title>
<p>In order to observe the morphologies, characteristics, and dispersion about the sulfide active phase of Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> and SGax (x stands for l, m, and h) catalysts, the images obtained by HRTEM characterization are shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>
<bold>.</bold> At least, 300 MoS<sub>2</sub> slabs of each catalyst were counted to statistically analyze the results of the average slab length and average stacking number of the active-phase slabs in <xref ref-type="table" rid="T2">Table&#x20;2</xref>. It can be clearly seen from <xref ref-type="table" rid="T2">Table&#x20;2</xref> that the introduction of Ga contributed to an increase in the average stacking number of MoS<sub>2</sub> and its change rule kept pace with the increase in Ga loading. Especially, the largest increase of average stacking number for SGal is from 1.1 to 3.6 layers for Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>, which displays that the introduction of Ga weakened the Mo&#x2013;O&#x2013;Al bond energy and caused a weaker interaction between MoS<sub>2</sub> and the support, resulting in the formation of more type II Ni&#x2013;Mo&#x2013;S reactive phases with high stacking layers. In accordance with the abovementioned regulation, the variation of the average length also has a positive correlation with the Ga<sub>2</sub>O<sub>3</sub> content. Also, the degrees of average length increase in the following order: SGal (2.4&#xa0;nm) &#x3c; Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> (2.7&#xa0;nm) &#x3c;SGam (3.1&#xa0;nm) &#x3c;SGal (3.3&#xa0;nm). The average length slightly increased from 2.7&#xa0;nm for sample Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> to 3.3&#xa0;nm for sample SGah. This can also be explained by the abovementioned&#x20;data.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>HRTEM of sulfide-impregnated Ga-modified Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>: <bold>(A)</bold> Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>, <bold>(B)</bold> SGal, <bold>(C)</bold> SGam, and <bold>(D)</bold> SGah.</p>
</caption>
<graphic xlink:href="fchem-10-865375-g003.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Average length and layer stacks of impregnated Ga-modified Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample</th>
<th align="center">&#x203e;L/nm</th>
<th align="center">&#x203e;N</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">NiMo&#x2013;Al<sub>2</sub>O<sub>3</sub>
</td>
<td align="char" char=".">2.7</td>
<td align="char" char=".">1.1</td>
</tr>
<tr>
<td align="left">SGal</td>
<td align="char" char=".">2.4</td>
<td align="char" char=".">3.6</td>
</tr>
<tr>
<td align="left">SGam</td>
<td align="char" char=".">3.1</td>
<td align="char" char=".">3.4</td>
</tr>
<tr>
<td align="left">SGah</td>
<td align="char" char=".">3.3</td>
<td align="char" char=".">3.3</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-4">
<title>Effect of Ga Modification on Acidity Properties</title>
<p>Acidity plays a crucial role in the formation of the active phase and the HDS reaction, so NH<sub>3</sub>-TPD characterization of the series samples was carried out and is displayed in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>. The peak temperature and peak area of the NH<sub>3</sub> desorption were calculated for each of the investigated samples and are summarized in <xref ref-type="table" rid="T3">Table&#x20;3</xref>
<bold>.</bold> The NH<sub>3</sub>-TPD profiles in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> reveal the peak temperature of the Ga&#x2013;Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> catalyst existed mainly between 150 and 300&#xb0;C, indicating that the catalyst was mainly the prince of weak acid sites and medium&#x2013;strong acid sites, which was weaker than that of the Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> catalyst. It can be seen from <xref ref-type="table" rid="T3">Table&#x20;3</xref> that the introduction of Ga made the NH<sub>3</sub> desorption peak shift to a lower temperature, manifesting that the weak acid sites of the catalyst mainly increased. According to the comparison of peak area, the number of acid sites of the Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> catalyst was increased by introducing Ga<sub>2</sub>O<sub>3</sub>, but it was negatively correlated with introduced Ga<sub>2</sub>O<sub>3</sub> content. Thus, the acid sites varied significantly for SGal. That phenomenon explained that the acid sites were covered by Ga<sub>2</sub>O<sub>3</sub>, leading to reduction in the degree of increase on the number of acid&#x20;sites.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>NH<sub>3</sub>-TPD patterns of impregnated Ga-modified Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>: (a) Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>, (b) SGal, (c) SGam, (d) SGah.</p>
</caption>
<graphic xlink:href="fchem-10-865375-g004.tif"/>
</fig>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>NH<sub>3</sub>-TPD results of impregnated Ga-modified Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3.</sub>
</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample</th>
<th align="center">Peak temperature/&#xb0;C</th>
<th align="center">Peak area</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>
</td>
<td align="center">237</td>
<td align="char" char=".">1.085</td>
</tr>
<tr>
<td align="left">SGal</td>
<td align="center">210</td>
<td align="char" char=".">1.423</td>
</tr>
<tr>
<td align="left">SGam</td>
<td align="center">207</td>
<td align="char" char=".">1.386</td>
</tr>
<tr>
<td align="left">SGah</td>
<td align="center">205</td>
<td align="char" char=".">1.275</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-5">
<title>Effect of Ga Modification on Acid Types and Strength</title>
<p>It is well known that acid types and strength are the key points to decide the performance of the corresponding catalysts. As a consequence, pyridine desorption FTIR analyses were performed at different temperatures, and the results are listed in <xref ref-type="table" rid="T4">Table&#x20;4</xref>, where the specific data of weak and strong Br&#xf6;nsted acid sites (BAS) or Lewis acid sites (LAS) were derived from the information of pyridine desorption at 200 and 350&#xb0;C, respectively. It can be clearly observed from <xref ref-type="table" rid="T4">Table&#x20;4</xref> that the introduction of 2&#xa0;wt.% Ga<sub>2</sub>O<sub>3</sub> enhanced the weak B-acid, and the B-acid enhancement facilitates the desulfurization of 4,6-DMDBT through the isomeric desulfurization pathway (ISOM). Moreover, after the isomerization of the methyl group on 4,6-DMDBT, the steric hindrance to sulfur atoms decreased significantly, which provided access to direct desulphurization just by hydrogenolysis of sulfur atoms, and the path to remove sulfur was considered to be very ideal. In addition, the introduction of different contents of Ga increased the Lewis acid, among which the weak Lewis acid increased more and the strong Br&#xf6;nsted acid decreased slightly. This is consistent with the characterization of NH<sub>3</sub>-TPD. Except for the enhancement of weak Br&#xf6;nsted acid by SGam, the amount of Ga<sub>2</sub>O<sub>3</sub> introduced had little effect on the acid type and amount of Br&#xf6;nsted acid and Lewis acid of Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>, but the amount of Ga<sub>2</sub>O<sub>3</sub> introduced increased the total acid amount.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Acidity properties of impregnated Ga-modified Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3.</sub>
</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="left">Sample</th>
<th colspan="4" align="center">Weak acid sites/&#x3bc;mol&#xb7;g<sup>&#x2212;1</sup>
</th>
<th colspan="4" align="center">Strong acid sites/&#x3bc;mol&#xb7;g<sup>-1</sup>
</th>
</tr>
<tr>
<th align="center">B</th>
<th align="center">L</th>
<th align="center">B/L</th>
<th align="center">B &#x2b; L</th>
<th align="center">B</th>
<th align="center">L</th>
<th align="center">B/L</th>
<th align="center">B &#x2b; L</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="2" align="left">Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>
<break/>SGal</td>
<td align="center">54</td>
<td align="center">106</td>
<td align="char" char=".">50.94</td>
<td align="center">160</td>
<td align="center">10</td>
<td align="center">85</td>
<td align="center">11.76</td>
<td align="center">95</td>
</tr>
<tr>
<td align="center">116</td>
<td align="center">217</td>
<td align="char" char=".">53.46</td>
<td align="center">333</td>
<td align="center">0</td>
<td align="center">159</td>
<td align="center">0</td>
<td align="center">159</td>
</tr>
<tr>
<td align="left">SGam</td>
<td align="center">35</td>
<td align="center">181</td>
<td align="char" char=".">19.34</td>
<td align="center">216</td>
<td align="center">0</td>
<td align="center">137</td>
<td align="center">0</td>
<td align="center">137</td>
</tr>
<tr>
<td align="left">SGah</td>
<td align="center">35</td>
<td align="center">224</td>
<td align="char" char=".">15.63</td>
<td align="center">259</td>
<td align="center">0</td>
<td align="center">165</td>
<td align="center">0</td>
<td align="center">165</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-6">
<title>Assessment of Catalytic Activities</title>
<p>As is concretely confirmed, though the appropriate content of Ga<sub>2</sub>O<sub>3</sub> modification can effectively improve the physicochemical properties of the catalysts from the characterization results mentioned above, the favorable conditions for conversion and selectivity at different temperatures need to be explored. Thus, 4,6-DMDBT served as the probe molecules in the assessment of the HDS performance of Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> and SGax series catalysts on a fixed-bed reactor under a total pressure of 4&#xa0;MPa and the liquid hourly space velocities (LHSVs) of 2.5&#xa0;h<sup>&#x2212;1</sup> at different reaction temperatures (in the range of 270&#x2013;290&#xb0;C). The variation of conversions on 4,6-DMDBT at different temperatures is clearly displayed in <xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>, suggesting that the activities of all the investigated catalysts increased with the increase in the reaction temperature. These results also pointed out that there was no significant disparity in the conversion of SGax series catalysts with different Ga<sub>2</sub>O<sub>3</sub> loadings, and the highest conversion rate was obtained when the Ga<sub>2</sub>O<sub>3</sub> loading was 2&#xa0;wt.%. In addition, with the increase in reaction temperature, the difference of conversion rate between SGax series catalysts and the Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> catalyst became smaller, which resulted from the increase in the conversion rate of 4,6-DMDBT at high temperature close to the reaction end&#x20;point.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Catalytic performance of impregnated Ga-modified Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>: <bold>(A)</bold> 4,6-DMDBT conversion on different reaction temperatures, <bold>(B)</bold> DDS selectivity of 4,6-DMDBT on different reaction temperatures, <bold>(C)</bold> 4,6-DMDBT conversion on different LHSVs at 280&#xb0;C, and <bold>(D)</bold> DDS selectivity of 4,6-DMDBT conversion on different LHSVs at 280&#xb0;C.</p>
</caption>
<graphic xlink:href="fchem-10-865375-g005.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F6">Scheme 1</xref> shows the HDY and DDS reaction route over Ga&#x2013;Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> catalysts separately. HYD pathway desulfurization is a tedious step to form the products 3,3&#x2032;-dimethylcyclohexanebenzene (3,3&#x2032;-DMCHB) or 3,3&#x2032;-dimethylbicyclohexyl (3,3&#x2032;-DMBCH), while DDS pathway desulfurization is achieved with fewer steps and without excess aromatic rings and produces 3,3&#x2032;-dimethylbiphenyl (3,3&#x2032;-DMBP). The DDS route selectivity over different catalysts at the same conditions mentioned above was obtained, and the results are shown in <xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>. It can be observed from <xref ref-type="fig" rid="F5">Figure&#x20;5B</xref> that, with the increase in reaction temperature, the DDS selectivity of the tested catalysts on the DMDBT decreased, owing to that Ni gradually began to be reduced as the reaction temperature exceeded 290&#xb0;C. Especially, the metal Ni has a strong hydrogenation performance. The reason mentioned above led to the enhancement of the HYD path. In addition, it was also found that if the reaction temperature is higher than 290&#xb0;C, the high hydrogenation performance of Ni can even convert a small amount of DDS products into HYD products, but it was generally considered that this reaction will not occur, which was the unique characteristic of Ni-containing hydrotreating catalysts. Further increase in temperature would lead to a profound increase in the proportion of hydrogenation conversion of DDS products to HYD products. In order to properly deal with this situation, the metal promoter can be replaced with the load of Co with low hydrogenation performance, and the amount of the Ni loading or the Ni/Mo atomic ratio ought to be reduced.</p>
<fig id="F6" position="float">
<label>SCHEME 1</label>
<caption>
<p>Reaction scheme of HDS for 4,6-DMDBT over Ga&#x2013;Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> catalysts. HYD, hydrogenation. DDS, direct desulfurization.</p>
</caption>
<graphic xlink:href="fchem-10-865375-g006.tif"/>
</fig>
<p>The influence of different LHSVs in the investigated series catalysts on the 4,6-DMDBT HDS reaction is shown in <xref ref-type="fig" rid="F5">Figure&#x20;5C</xref>. As can be clearly noticed from the figure, with the decrease in LHSVs which meant increasing the residence time of raw materials, the conversion rate of 4,6-DMDBT increased gradually and over the tested catalysts was in the order of Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub>&#x3c;SGah &#x3c; SGam &#x3c; SGah. When the LHSV decreased gradually, the increasing rate of conversion rates slowed down gradually as the reaction is close to complete conversion. Thus, the conversion rate gap between different Ga<sub>2</sub>O<sub>3</sub> loading catalysts was bridged.</p>
<p>
<xref ref-type="fig" rid="F5">Figure&#x20;5D</xref> reveals the transformation about selectivity of DDS route by stepwise impregnation of the Ga&#x2013;Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> catalyst with different LHSVs on 4,6-DMDBT at a reaction temperature of 280&#xb0;C. As it is vividly shown in <xref ref-type="fig" rid="F5">Figure&#x20;5D</xref>, the gallium-modified catalysts exhibited higher DDS route selectivity than the Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> catalyst at high LHSV. However, the DDS route selectivity of SGax series catalysts for 4,6-DMDBT exhibited a negative correlation with the variation of LHSV. With the decrease in LHSV, the DDS selectivity of SGax series catalysts for 4,6-DMDBT even decreased to about the corresponding selectivity of the Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> catalyst. On the one hand, the incorporation of Ga improved the average stacking number of the active-phase slabs and generated more type II NiMoS active phases which weekly interact with the support or do not interact with the support at all, and it is considered to be very active (<xref ref-type="bibr" rid="B32">Nikulshin et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B42">van Haandel et&#x20;al., 2015</xref>), so that the HYD route got strengthened. On the other hand, the residence time of raw materials became longer while the LHSV decreased, which is beneficial to the HYD route with longer reaction path and slower reaction rate. In addition, because of the strong hydrogenation ability of the reduced metal Ni, a small part of DDS products was also transformed into HYD products. All mentioned above were identified as the reason for which the variation of LHSV had impact on the DDS route selectivity.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>The experiments showed that the introduction of Ga<sub>2</sub>O<sub>3</sub> with appropriate content (2&#xa0;wt.%) promoted not only Ni and Mo species to disperse uniformly but also doping of more Ni atoms into the MoS<sub>2</sub> crystals. In addition, the average stacking number and the length of Mo<sub>2</sub>S were increased. Those mentioned above resulted in the formation of more NiMoS active phases. The specific surface area and the amount of acid sites were increased, facilitating the adsorption of reactant molecules and the hydrodesulfurization reactions. Last but not the least, the catalyst Ga&#x2013;Ni&#x2013;Mo/Al<sub>2</sub>O<sub>3</sub> exhibited the highest conversion rate towards 4,6-DMDBT HDS when the amount of Ga<sub>2</sub>O<sub>3</sub> loading was 2&#xa0;wt.% with an LHSV of 2.5&#xa0;h<sup>&#x2212;1</sup> at 290&#xb0;C, and Ga modification also can effectively improve the DDS route selectivity in varying degrees.</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>MH designed experimental plans, performed the main experimental work, analyzed and discussed the results and wrote the manuscript. WH assisted in the design of the scheme and performed the main experimental work. AL participated in manuscript writing. QW proposed the themes, ideas, and content of the research work. YJ, HY, ZY, XW and ZX assisted in literature review and manuscript sorting. YZ guided experimental work and manuscript revision.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the National Natural Science Foundation of China under grant No. 22078360.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>Author AL was employed by SINOPEC.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<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/fchem.2022.865375/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fchem.2022.865375/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.ZIP" id="SM1" mimetype="application/ZIP" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet2.ZIP" id="SM2" mimetype="application/ZIP" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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