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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">793032</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2021.793032</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>Roles of Oxygen Vacancies in NiMoO<sub>4</sub>: A First-Principles Study</article-title>
<alt-title alt-title-type="left-running-head">Wen et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">A First-Principles Calculation of Oxygen Vacancies in NiMoO4</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Wen</surname>
<given-names>Yuanbin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Pengcheng</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>Ding</surname>
<given-names>Xinying</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>Feng</surname>
<given-names>Xiaobo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1524586/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Qing</surname>
<given-names>Chen</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1433132/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Yunnan Key Lab of Opto-Electronic Information Technology, Yunnan Normal University</institution>, <addr-line>Kunming</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>College of Physics and Electronic Information Technology, Yunnan Normal University</institution>, <addr-line>Kunming</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/1263668/overview">Chao Han</ext-link>, University of Technology Sydney, Australia</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/1513816/overview">Junling Guo</ext-link>, Zhengzhou University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1513874/overview">Chong Wang</ext-link>, Wuhan University of Science and Technology, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Chen Qing, <email>qingchen1@126.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Electrochemical Energy Conversion and Storage, a section of the journal Frontiers in Energy Research</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>9</volume>
<elocation-id>793032</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>10</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Wen, Wang, Ding, Feng and Qing.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Wen, Wang, Ding, Feng and Qing</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>Oxygen vacancy has been suggested to play a role in the electrochemical ability of NiMoO<sub>4</sub>. The band structure and density of state of NiMoO<sub>4</sub> bulks with different concentrations of oxygen vacancy were investigated by the first-principles calculation. Original NiMoO<sub>4</sub> shows semiconductive properties with a direct band gap of 0.136&#xa0;eV. When one to three oxygen vacancies were introduced in the NiMoO<sub>4</sub> supercell, the band structure of NiMoO<sub>4</sub> transforms to metallic properties, and oxygen vacancies formation energy increases with the increased number of oxygen vacancies. The oxygen vacancies in NiMoO<sub>4</sub> lead to the increased electron localization of Ni 3d and Mo 3d state nearby the Fermi level, resulting in higher concentration of carriers in NiMoO<sub>4</sub> and thus increase in its electrical conductivity. The results demonstrate that introducing oxygen vacancies can improve the conductive property of NiMoO<sub>4</sub>.</p>
</abstract>
<kwd-group>
<kwd>density function theory</kwd>
<kwd>oxygen vacancies</kwd>
<kwd>formation energy</kwd>
<kwd>electronic structure</kwd>
<kwd>density of states (DOS)</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>As a typical transition metal oxides semiconductor, NiMoO<sub>4</sub> has attracted attention for its wide applications in electrochemical energy storage and conversion, such as supercapacitor and electrocatalytic water splitting (<xref ref-type="bibr" rid="B3">Du et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B1">An et&#x20;al., 2019</xref>). However, the poor conductivity and electrochemical activity of NiMoO<sub>4</sub> limited its electrochemical energy storage performance. Defects engineering is a common method to change the physical chemistry property of transition oxide materials. As a typical representative of defects, oxygen vacancies can effectively modulate their electronic properties, tune their bandgaps, and optimize their electrical conductivity (<xref ref-type="bibr" rid="B13">Zhang et&#x20;al., 2020a</xref>). It has been proven experimentally that oxygen vacancies also can alter the interlayer spacing of metal oxide to promote faster charge storage kinetics (<xref ref-type="bibr" rid="B5">Kim et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B9">Qing et&#x20;al., 2018</xref>). However, theoretical mechanism analysis of oxygen vacancies in NiMoO<sub>4</sub> on its capacitance performance is still scarce.</p>
<p>NiMoO<sub>4</sub> has a typical monoclinic crystal structure. Both the Ni and Mo atoms are in octahedral site, and the distance between Mo and O atom was 2.3&#x2013;2.4&#xa0;&#xc5; (<xref ref-type="bibr" rid="B10">Rodriguez et&#x20;al., 1998</xref>; <xref ref-type="bibr" rid="B11">Rodriguez et&#x20;al., 2000</xref>). When redox reaction occurs, the Ni<sup>2&#x2b;</sup> has oxidized to Ni<sup>3&#x2b;</sup>; meanwhile, the MoO<sub>4</sub>
<sup>2&#x2212;</sup> framework remains stable. Due to the band gap of NiMoO<sub>4</sub> of 2.23&#xa0;eV in natural temperature, the actual pseudo-capacitance performance of NiMoO<sub>4</sub> was unsatisfactory (<xref ref-type="bibr" rid="B12">Yang et&#x20;al., 2016</xref>).</p>
<p>In order to understand the physical property of oxygen vacancies in NiMoO<sub>4</sub>, we performed first-principles calculation on the electronic structure, total density of states (TDOS), and partial density of states (PDOS) of NiMoO<sub>4 &#x2212; x</sub> for the case of x &#x3d; 0.0, 0.125, 0.250, and 0.375 (call NMO-0, NMO-1, NMO-2, NMO-3, respectively) by the Vienna Ab-Initio Simulation Package (VSAP) based on density functional theory (DFT). We have constructed a supercell of eight unit cells consisting of 48 atoms. Furthermore, in order to understand the relationship between vacancies structures and electrical properties in NiMoO<sub>4</sub>, the formation energy of neutral oxygen vacancy in different chemical environments has been calculated.</p>
</sec>
<sec id="s2">
<title>Theoretical Model and Computational Method</title>
<sec id="s2-1">
<title>Theoretical Model</title>
<p>The study of oxygen vacancies in NiMoO<sub>4</sub> has been investigated by constructing a perfect supercell approach. Based on the optimized construction of perfect NiMoO<sub>4</sub>, the unit cell is built by 2&#x20;&#xd7; 2&#x20;&#xd7; 2 in the <italic>x</italic>, <italic>y</italic>, and <italic>z</italic> directions, and a supercell consisting of 48 atoms is used for vacancies calculation. To introduce oxygen vacancies, an interior atom is removed from the supercell. The theoretical model is shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The side view of configuration of NiMoO<sub>4</sub> with different oxygen vacancies. <bold>(A)</bold> Zero, <bold>(B)</bold> one, <bold>(C)</bold> two, and <bold>(D)</bold> three.</p>
</caption>
<graphic xlink:href="fenrg-09-793032-g001.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>Computational Method</title>
<p>In order to understand the relationship between vacancies structures and electrical properties in NiMoO<sub>4</sub>, the formation energy of neutral oxygen vacancy in different chemical environments was calculated. The corrected formation energy of an isolated neutral O vacancy in NiMoO<sub>4</sub> (&#x2206;E<sub>Vo</sub>) is defined as:<disp-formula id="equ1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
<mml:mtext>E</mml:mtext>
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mtext>E</mml:mtext>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>f</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>t</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>v</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>f</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>O</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>where E<sub>defective</sub> is the total energy of a structure with oxygen vacancies, E<sub>perfect</sub> is the total energy of the structure without oxygen vacancy, and E<sub>O2</sub> is the elemental chemical potential of oxygen in the gas&#x20;phase.</p>
<p>The DFT calculation was implemented in the Vienna Ab-Initio Simulation Package (<xref ref-type="bibr" rid="B6">Kresse and Joubert, 1999</xref>). For the exchange and correlation functionals, the Perdew&#x2013;Burke&#x2013;Ernzerhof (PBE) version of the generalized gradient approximation (GGA) exchange correlation was used (<xref ref-type="bibr" rid="B2">Bl&#xf6;chl, 1994</xref>; <xref ref-type="bibr" rid="B8">Perdew et&#x20;al., 1996</xref>). In the DFT calculation, the NiMoO<sub>4</sub> bulks with different concentrations of oxygen vacancies were used to uncover the electronic properties. Vacuum layer thickness of 20&#xa0;&#xc5; was applied to avoid virtual interaction and obtain more accurate results. The k-grid mesh value was 5&#x20;&#xd7; 5&#x20;&#xd7; 1. In addition, DFT &#x2b; U method was also introduced to describe the electronic properties and vacancies states in NiMoO<sub>4</sub> bulks. The value of U given to Ni ions was 4&#xa0;eV (<xref ref-type="bibr" rid="B4">Hinuma et&#x20;al., 2007</xref>). The energy cutoff of 450&#xa0;eV was used for the wave functions expansion. The energy and force converged to 1.0 &#xd7; 10<sup>&#x2013;5</sup>&#xa0;eV atom<sup>&#x2212;1</sup> and 0.03&#xa0;eV&#xa0;&#xc5;<sup>&#x2212;1</sup> to achieve high accuracy.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<p>The calculated formation energy for different amount of oxygen vacancies in NiMoO<sub>4</sub> for a 2&#x20;&#xd7; 2&#x20;&#xd7; 2 bulk cell (48 molecular units) is shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>. The formation energy for different number of oxygen vacancies in NiMoO<sub>4</sub> was 0.73, 1.95, and 3.56&#xa0;eV, respectively. The formation energy of two and three oxygen vacancies in NiMoO<sub>4</sub> are 2.67 and 4.88&#x20;times than that of the one vacancy, respectively, which suggested that one vacancy is more easily formed in NiMoO<sub>4</sub> crystal. This result shows that it is hard to synthesize two and three oxygen vacancies into NiMoO<sub>4</sub> under normal experimental conditions.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The formation energy of different concentrations of oxygen vacancy Vo in perfect NiMoO<sub>4</sub>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">E<sub>(NMO)</sub> (eV)</th>
<th align="center">E<sub>(NMO_Vo)</sub> (eV)</th>
<th align="center">E<sub>(</sub>O<sub>2)</sub> (eV)</th>
<th align="center">&#x394;E<sub>(form. energy)</sub> (eV)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">NMO-1</td>
<td align="char" char=".">&#x2212;355.63</td>
<td align="char" char=".">&#x2212;350.52</td>
<td align="char" char=".">&#x2212;8.75</td>
<td align="char" char=".">0.73</td>
</tr>
<tr>
<td align="left">NMO-2</td>
<td align="char" char=".">&#x2212;355.63</td>
<td align="char" char=".">&#x2212;344.92</td>
<td align="char" char=".">&#x2212;8.75</td>
<td align="char" char=".">1.95</td>
</tr>
<tr>
<td align="left">NMO-3</td>
<td align="char" char=".">&#x2212;355.63</td>
<td align="char" char=".">&#x2212;338.94</td>
<td align="char" char=".">&#x2212;8.75</td>
<td align="char" char=".">3.56</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In order to reveal the oxygen vacancy electron doping effect on the electronic structure of NiMoO<sub>4</sub>, the band structure, TDOS, and PDOS, of stoichiometric NiMoO<sub>4</sub> in 2&#x20;&#xd7; 2&#x20;&#xd7; 2 supercell with different amount of oxygen vacancies were calculated. <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> shows the band structure of NiMoO<sub>4</sub> with different numbers of oxygen vacancies from zero to three. The Fermi levels of NMO-0, NMO-1, NMO-2, and NMO-3 were 6.1014, 6.0258, 5.9609, and 5.8729&#xa0;eV, respectively. All of the Fermi levels were located at zero in all the figures. The valence band maximum of NMO-0 is located at &#x2212;0.079&#xa0;eV, and the conduction band minimum is located at 0.056&#xa0;eV. NMO-0 is a semiconductor with an indirect gap of 0.136&#xa0;eV. Furthermore, NMO-1, NMO-2, and NMO-3 showed metallic electrical conductivity characteristics. With the introduction oxygen vacancies into NiMoO<sub>4</sub>, the extra-nuclear electrons of Mo have been released, which leading to increasing number of carrier concentration. The results are consistent with the DFT calculation result of SF Matar&#x2019;s work (<xref ref-type="bibr" rid="B7">Matar et&#x20;al., 2010</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Band structure of NiMoO<sub>4</sub> with different amounts of oxygen vacancies. <bold>(A)</bold> NMO-0, <bold>(B)</bold> NMO- 1, <bold>(C)</bold> NMO-2, and <bold>(D)</bold> NMO-3.</p>
</caption>
<graphic xlink:href="fenrg-09-793032-g002.tif"/>
</fig>
<p>It can be obtained that the valence band of NiMoO<sub>4</sub> can be divided into lower and upper valence bands. The lower band mainly consisted of the O 2d, Ni 3d, and Mo 3d, as shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>. The upper valence band consisted of Ni 3d and Mo 3d. While oxygen vacancies were introduced into the NiMoO<sub>4</sub> crystal, the band gap of NiMoO<sub>4</sub> has narrowed. The introduction of oxygen vacancies in NiMoO<sub>4</sub> gives more distribution of state density nearby the Fermi energy level, which indicates that more metallic properties of NiMoO<sub>4</sub> (<xref ref-type="bibr" rid="B14">Zhang et&#x20;al., 2020b</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>TDOS of NiMoO<sub>4</sub> with different amounts of oxygen vacancies. <bold>(A)</bold> NMO-0, <bold>(B)</bold> NMO-1, <bold>(C)</bold> NMO-2, and <bold>(D)</bold> NMO-3.</p>
</caption>
<graphic xlink:href="fenrg-09-793032-g003.tif"/>
</fig>
<p>The PDOS of O 2p, Ni 3d, and Mo 3d for NMO-0, NMO-1, NMO-2, and NMO-3 are displayed in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>. Nearby the Fermi level, the electronic states of NiMoO<sub>4</sub> mainly consist of Ni 3d and Mo 3d. With the number of oxygen vacancies from zero to three, the half-peak width of Ni 3d and Mo 3d decreased and exhibited higher electron localization effect. This suggests that NiMoO<sub>4</sub> has transformed to metallic properties with oxygen vacancies created into the NiMoO<sub>4</sub> crystal, which is in accordance with the calculation consequence of band structure.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>PDOS for NiMoO<sub>4</sub> with different numbers of oxygen vacancies. <bold>(A)</bold> NMO-0, <bold>(B)</bold> NMO-1, <bold>(C)</bold> NMO-2, and <bold>(D)</bold> NMO-3.</p>
</caption>
<graphic xlink:href="fenrg-09-793032-g004.tif"/>
</fig>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In summary, we analyzed the formation energy, band structure, DOS, and PDOS from zero to three oxygen vacancies in 2&#x20;&#xd7; 2&#x20;&#xd7; 2 NiMoO<sub>4</sub> supercell with density functional theory calculation. The result revealed that only one oxygen vacancy can easily form in NiMoO<sub>4</sub> crystal. The original NiMoO<sub>4</sub> shows direct band gap semiconductor characteristic. With the amount of oxygen vacancies increase from one to three, the band gap of NiMoO<sub>4</sub> become narrower and exhibit stronger metallic properties. The electron state nearby the Fermi level of NiMoO<sub>4</sub> are mainly determined by Ni 3d and Mo 3d. Oxygen vacancies into NiMoO<sub>4</sub> accelerate the electron localization effect of Ni 3d and Mo 3d around the Fermi&#x20;level.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work, and approved it for publication.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>The authors acknowledge the financial support of the Young Science Foundation of Yunnan (Grant No. 2019FD113), National Natural Science Foundation of China (11764047) and Education Science Foundation of Yunnan (2020J0095).</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>
<ack>
<p>The authors thank the Yunnan Key Lab of Opto-Electronic Information Technology.</p>
</ack>
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