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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">1061838</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2022.1061838</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>Electrodeposition of Pt-Ni nanoparticles on graphene as an electrocatalyst for oxygen reduction reaction</article-title>
<alt-title alt-title-type="left-running-head">Li et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fchem.2022.1061838">10.3389/fchem.2022.1061838</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Siming</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yan</surname>
<given-names>Xuerong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="fn" rid="fn1">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2050981/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shi</surname>
<given-names>Meng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wei</surname>
<given-names>Pengfei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lu</surname>
<given-names>Haigang</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>Zhang</surname>
<given-names>Zhiyang</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Yong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Li</surname>
<given-names>Yawei</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/1930908/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Chemistry and Chemical Engineering</institution>, <institution>Shanxi University</institution>, <addr-line>Taiyuan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of Molecular Science</institution>, <institution>Shanxi University</institution>, <addr-line>Taiyuan</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Key Lab of Materials for Energy Conversion and Storage of Shanxi Province</institution>, <institution>Shanxi University</institution>, <addr-line>Taiyuan</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>CAS Key Laboratory of Coastal Environmental Processes and Ecological Remediation</institution>, <institution>Research Center for Coastal Environmental Engineering and Technology</institution>, <institution>Yantai Institute of Coastal Zone Research</institution>, <institution>Chinese Academy of Sciences</institution>, <addr-line>Yantai</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/1831069/overview">Min Wang</ext-link>, China University of Petroleum (East 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/1676113/overview">Zhenye Kang</ext-link>, Hainan University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2044699/overview">Guanxiong Wang</ext-link>, Shenzhen Academy of Aerospace Technology, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Yawei Li, <email>yaweili@sxu.edu.cn</email>; Yong Zhang, <email>zhangyong@sxu.edu.cn</email>
</corresp>
<fn fn-type="equal" id="fn1">
<label>
<sup>&#x2020;</sup>
</label>
<p>These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other">
<p>This article was submitted to Electrochemistry, a section of the journal Frontiers in Chemistry</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>10</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1061838</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>10</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Li, Yan, Shi, Wei, Lu, Zhang, Zhang and Li.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Li, Yan, Shi, Wei, Lu, Zhang, Zhang and Li</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>Owing to its novel properties, such as high electrical conductivity and large specific surface area, graphene has been found as suitable support material for the electrocatalyst design. This work reports the preparation of platinum-nickel alloy nanoparticles (PtNi NPs) electrocatalyst by electrodeposition of PtNi NPs onto graphene support. The obtained PtNi/graphene electrocatalysts were characterized by high resolution transmission electron microscopy (HRTEM), energy-dispersive X-ray microscopy (EDX), X-ray diffraction (XRD), X-ray photoelectron spectroscopy (XPS), and thermogravimetric analysis (TGA) indicating the controllable morphological and compositional profiles of PtNi NPs on graphene. The electrocatalytic characteristics of PtNi/graphene toward oxygen reduction reaction (ORR) were systematically investigated showing comparable kinetic performance. Moreover, the graphene during electrodeposition process induces carbon vacancies and defects, increasing interaction between nanoparticles and graphene and enhancing electrocatalytic stability by limiting aggregation of the nanoparticles during accelerated stability test. This work opens a promising path for the preparation of graphene-supported alloy electrocatalyst.</p>
</abstract>
<kwd-group>
<kwd>electrocatalyst</kwd>
<kwd>electrodeposition</kwd>
<kwd>carbon support</kwd>
<kwd>oxygen reduction</kwd>
<kwd>graphene</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Electrochemical energy conversion and storage devices are critical enabling technologies for carbon-neutral renewable energy (<xref ref-type="bibr" rid="B4">Gasteiger and Markovic, 2009</xref>). These systems are required to be optimized in terms of cost, efficiency and longevity to integrate into consumer and industrial applications (<xref ref-type="bibr" rid="B6">Gittleman et al., 2019</xref>). For many of these devices, including fuel generators (electrolyzers) and fuel consumers (fuel cells), the limiting factor for their efficiency and operational lifetime directly depends on performance of the electrocatalysts on the electrodes (<xref ref-type="bibr" rid="B23">Seh et al., 2017</xref>; <xref ref-type="bibr" rid="B15">Li et al., 2020</xref>). Although notable achievement has been made on non-platinum group metal (PGM) catalysts (<xref ref-type="bibr" rid="B31">Xie et al., 2020</xref>), supported Pt-based catalyst is still the most efficient and commonly used cathodic catalyst for oxygen reduction reaction (ORR) in polymer electrolyte membrane (PEM) fuel cell (<xref ref-type="bibr" rid="B28">Tian et al., 2020</xref>). To date, while major research efforts have been underway to develop Pt-based metals to increase the active sites number and intrinsic activities through their morphological and compositional optimizations (<xref ref-type="bibr" rid="B24">Snyder et al., 2012</xref>; <xref ref-type="bibr" rid="B23">Seh et al., 2017</xref>; <xref ref-type="bibr" rid="B14">Li et al., 2019</xref>), it must been recognized that support materials, by maintaining good catalyst-support interaction and reactants/products transport (<xref ref-type="bibr" rid="B9">Jha et al., 2008</xref>), are also vital and highly influential in determining the performance, longevity and cost effectiveness of the electrocatalyst (<xref ref-type="bibr" rid="B22">Sharma and Pollet, 2012</xref>). The choice of support material to build good interaction with the catalyst is not only to improve catalyst efficiency and life time but also govern charge transfer (<xref ref-type="bibr" rid="B22">Sharma and Pollet, 2012</xref>). Therefore, a wide category of nanostructured carbon based materials has been investigated as catalyst supports for ORR, such as carbon blacks (<xref ref-type="bibr" rid="B1">Dicks, 2006</xref>), mesoporous carbon (<xref ref-type="bibr" rid="B32">Yarlagadda et al., 2018</xref>), carbon nanotubes (<xref ref-type="bibr" rid="B10">Knupp et al., 2008</xref>), carbon nanofiber (<xref ref-type="bibr" rid="B21">Sebasti&#xe1;n et al., 2012</xref>), and graphene (<xref ref-type="bibr" rid="B12">Kou et al., 2011</xref>). The design principle of these carbon nanomaterials applicable in electrocatalyst support is high specific surface area for the dispersion of metal catalyst, high electrical conductivity for electrochemical reactions, optimized carbonaceous structures for transferring reactants/products, and good thermal/chemical stability for catalytic durability (<xref ref-type="bibr" rid="B22">Sharma and Pollet, 2012</xref>).</p>
<p>As an atomically thin sheet of hexagonally arranged carbon atoms which offer fast electron transferring, graphene has attracted a lot of interest for various applications (<xref ref-type="bibr" rid="B7">Higgins et al., 2016</xref>). The unique structure of two-dimensional planner structure composed of sp (<xref ref-type="bibr" rid="B6">Gittleman et al., 2019</xref>)-bonded carbon atoms with one-atomic thickness enables superior electric conductivities to the carbon and allows both the edge planes and basal planes to interact with the metal nanoparticles (<xref ref-type="bibr" rid="B7">Higgins et al., 2016</xref>). Owing to these outstanding electrical and mechanical properties, graphene has been found as suitable support material for the electrocatalyst design (<xref ref-type="bibr" rid="B33">Yoo et al., 2009</xref>; <xref ref-type="bibr" rid="B25">Soin et al., 2011</xref>; <xref ref-type="bibr" rid="B19">Niu et al., 2012</xref>; <xref ref-type="bibr" rid="B27">Suh et al., 2016</xref>). Recent progress in preparation techniques has made it possible to incorporate metal catalyst with graphene and study the properties experimentally (<xref ref-type="bibr" rid="B7">Higgins et al., 2016</xref>). Many literatures suggested that the electrochemical performance of graphene-supported electrocatalyst is highly sensitive to the carbon supporting method (<xref ref-type="bibr" rid="B22">Sharma and Pollet, 2012</xref>). Soin et al. used vertically aligned graphene nanoflakes (FLGs) as Pt nanoparticle support for electrocatalysis application. The FLGs were synthesized using microwave plasma enhanced chemical vapor deposition method and the Pt nanoparticles were deposited using sputtering technique. Fast electron transfer kinetics were demonstrated resulting from the highly graphitized edge structure of FLG nanoflakes (<xref ref-type="bibr" rid="B25">Soin et al., 2011</xref>). <xref ref-type="bibr" rid="B12">Kou et al. (2011)</xref> reported a new method to deposit catalyst by forming metal-metal oxide-graphene triple-junction structure where the defects and functional groups on graphene play an important role in stabilizing Pt nanoparticles.</p>
<p>In this study, we used one-pot flash Joule heating (FJH) method to obtain high-quality graphene (<xref ref-type="bibr" rid="B37">Zhu et al., 2022</xref>), and synthesized graphene-supported platinum-nickel alloy nanoparticles (PtNi NPs) electrocatalysts (PtNi/graphene) <italic>via</italic> electrodeposition method as developed by <xref ref-type="bibr" rid="B35">Zhao et al. (2007a)</xref>. The electrocatalytic characteristics of PtNi/graphene toward oxygen reduction reaction (ORR) were systematically investigated. Up to our knowledge, this technique is used for the first time for Pt-based alloy nanoparticle electrochemically deposited onto graphene materials. The properties of prepared catalyst are analyzed with transmission electron microscopy (TEM), Thermogravimetric analysis (TGA), X-ray diffraction (XRD), X-ray photoelectron spectra (XPS), and Raman spectroscopy. Finally, the electrochemical stability of PtNi/graphene upon accelerated degradation is also assessed.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Materials</title>
<p>All of the chemicals are of analytical grade and used without further purification. Commercial references of Vulcan carbon-supported Pt electrocatalyst (50&#xa0;wt%, TEC-10E50E) was purchased from TKK, Japan. Other reagents are as follows: isopropanol (IPA, &#x3e;99.9%, analytical reagent grade, Kermel), Nafion D521 dispersion (5&#xa0;wt%, EW &#x3d; 1100, Ion Solution Inc), potassium tetrachloroplatinate (K<sub>2</sub>PtCl<sub>4</sub>, 98%, RHAWN), nickel dichloride (NiCl<sub>2</sub>, 99%, RHAWN), sulfuric acid (H<sub>2</sub>SO<sub>4</sub>, 95&#x2013;98&#xa0;wt%, analytical reagent grade, SCR, China), perchloric acid (HClO4, 70%, Sigma Aldrich). Argon and oxygen gases having high purity (&#x3e;99.99%) were purchased from Yihong Gas Company, China. Deionized water (20 &#xb1; 1&#xb0;C, pH 7, <italic>&#x3c1;</italic> &#x3d; 18.3&#xa0;M&#x3a9;/cm) was purified by passing through pure compact ultrapure water system (Arium mini, Sartorius).</p>
</sec>
<sec id="s2-2">
<title>2.2 Preparation of the Pt-Ni (2:1) alloy graphene-supported electrocatalyst</title>
<p>The electrodeposition approach is developed from previous study by <xref ref-type="bibr" rid="B35">Zhao et al. (2007a)</xref>. Preparation of PtNi/graphene catalyst by electrochemical reduction&#x2014;The process of electrochemical reduction and loading were carried out in a three-electrode cell controlled by a DH7003 workstation. A Pt wire (99.9%) was used as the counter electrode, and Ag/AgCl was used as the reference electrode. All potentials listed are referenced to the reversible hydrogen electrode (RHE). Graphene was functionalized and branched with many functional groups in 0.5M K<sub>2</sub>SO<sub>4</sub> by using cyclic voltammetry 50 cycles with potentiodynamic scanning from -0.13&#x2013;2.07&#xa0;V <italic>vs.</italic> RHE at 200&#xa0;mV&#xa0;s<sup>&#x2212;1</sup>, Pt<sup>2&#x2b;</sup>, and Ni<sup>2&#x2b;</sup> were combined with the functional groups of the graphene in the mixed solution of 2&#xa0;mM K<sub>2</sub>PtCl<sub>4</sub>, 1&#xa0;mM NiCl<sub>2</sub>, and 0.1M K<sub>2</sub>SO<sub>4</sub> by cycling the potential between 0.57 and 1.57&#xa0;V <italic>vs.</italic> RHE at 100&#xa0;mV&#xa0;s<sup>&#x2212;1</sup> for 100 cycles. Finally, PtNi/graphene catalyst was formed on the surface of GC as Pt<sup>2&#x2b;</sup> and Ni<sup>2&#x2b;</sup> were reduced into nanoparticles and uniformly loaded on graphene in 0.1M H<sub>2</sub>SO<sub>4</sub> by cycling from 0 to 1.27&#xa0;V <italic>vs.</italic> RHE at 100&#xa0;mV&#xb7;s<sup>&#x2212;1</sup> for at least 30 cycles or more if the cyclic voltammetry curve had not yet reached a steady state.</p>
</sec>
<sec id="s2-3">
<title>2.3 Electrochemical measurement</title>
<p>The electrocatalysts were electrochemically characterized in a three-electrode cell with a rotating disk electrode (RDE) setup (Pine Instruments) controlled by a Donghua potentiostat DH7003). The Pt wire (99.9%, Alfa Aesar) was used as the counter electrode, and the Ag/AgCl (BASi) was used as the reference electrode. The Pt loaded (15&#xa0;&#x3bc;g&#xa0;cm<sup>&#x2212;2</sup>) glassy carbon (GC) disk (0.196&#xa0;cm<sup>2</sup>, HTW) was immersed into 0.1&#xa0;M HClO<sub>4</sub> as the working electrode. The thin film catalyst layer on GC was formed by drop casting from a catalyst ink and drying under a flow of Ar. The catalyst ink was prepared by sonicating solid catalyst powder in a 4:1 H<sub>2</sub>O:IPA volume ratio solvent solution with concentration of 1&#xa0;mg<sub>catalyst</sub>&#xa0;ml<sup>&#x2212;1</sup>. In order to well disperse and stabilized the catalyst particles on the GC surface, 0.5&#xa0;&#xb5;L of Nafion 5&#xa0;wt% solution per mg of catalyst was added to the ink. Cyclic voltammograms (CVs) were performed with Ar purging at 294&#xa0;K, with the potential scanned from 0.0 to 1.1&#xa0;V <italic>vs.</italic> RHE at 20&#xa0;mV&#xa0;s<sup>&#x2212;1</sup>, and were used to determine the electrochemically active surface area of the Pt catalyst by integrating hydrogen desorption (&#x223c;0&#x2013;&#x223c;0.35&#xa0;V <italic>vs.</italic> RHE). ORR activities were measured in O<sub>2</sub>-saturated 0.1&#xa0;M HClO<sub>4</sub> at 294&#xa0;K, with the potential scanned between 0.1 and 1.1&#xa0;V vs. RHE at 20&#xa0;mV&#xa0;s<sup>&#x2212;1</sup> at a rotation rate of 1600&#xa0;rpm. All potentials are corrected for iR drop within the electrochemical cell.</p>
</sec>
<sec id="s2-4">
<title>2.4 Physicochemical characterization</title>
<p>High angle annular dark field scanning transmission electron microscopy (HAADF-STEM) images were taken of samples supported on lacey carbon grids in a FEI talos F200x G2 TEM/STEM operated at 200&#xa0;keV. Energy dispersive spectroscopy (EDS) in the STEM mode was employed for elemental composition and distribution of the catalyst particles. Thermogravimetric analysis (TGA) of the catalysts was carried out under a mixed gas atmosphere (total flow: 25&#xa0;ml&#xa0;min<sup>&#x2212;1</sup>, O<sub>2</sub>:N<sub>2</sub> &#x3d; 1:4) at a constant rate of 10&#xb0;C&#xa0;min<sup>&#x2212;1</sup>, using a Netzsch STA 449 F3 system. The catalyst (&#x2248;10&#xa0;mg) was loaded into an alumina crucible and heated from room temperature to 1000&#xb0;C. X-ray diffraction (XRD) profiles were collected on Bruker D8 spectrometer with Cu K&#x3b1; radiation (<italic>&#x3bb;</italic> &#x3d; 0.15406&#xa0;nm). X-ray photoelectron spectra (XPS) were carried out using a Thermo Scientific K-Alpha X-ray photoelectron spectrometer. The binding energy was corrected using the C 1&#xa0;s peaks (284.5&#xa0;eV) as reference. Raman measurement was performed on a Renishaw in <italic>via</italic> Raman spectrometer with an excitation wavelength of 785&#xa0;nm.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<p>The electrochemical deposition route of PtNi NPs on graphene is illustrated in <xref ref-type="scheme" rid="sch1">Scheme 1</xref>, where the synthesis of the PtNi/graphene electrocatalyst was performed through an established three-step process (<xref ref-type="bibr" rid="B36">Zhao et al., 2007b</xref>): 1) electrochemical activation to generate oxide functional groups on graphene; 2) formation of complexes of Pt(IV) and Ni(III) on the graphene through oxidation of PtCl<sub>4</sub>
<sup>2&#x2212;</sup> and Ni<sup>2&#x2b;</sup> from metallic salt solution; 3) conversion of the surface complexes to PtNi alloy nanoparticles through potential cycling. <xref ref-type="fig" rid="F1">Figure 1A</xref> shows HRTEM image of graphene after electrochemical deposition of PtNi NPs with uniform size homogeneously decorated on the graphene. The mean size of the Pt NPs on graphene was estimated to be 2.9&#xa0;nm (<xref ref-type="fig" rid="F1">Figure 1B</xref>). STEM and corresponding elemental mapping demonstrate the homogeneous distribution of the PtNi NPs and the molar ratio of Pt to Ni was found to be near 2:1 by EDS, confirming that the platinum and nickel precursors have been electrochemically and fully reduced to PtNi NPs. (<xref ref-type="fig" rid="F1">Figures 1D&#x2013;F</xref>). This alloy NPs-decorated graphene shows great potential as electrocatalytic nanomaterials due to both accessible faces of the carbon materials (<xref ref-type="bibr" rid="B5">Geim, 2009</xref>). And the metal loading of 20&#xa0;wt% on the graphene is determined by TGA (<xref ref-type="fig" rid="F1">Figure 1C</xref>).</p>
<fig id="sch1" position="float">
<label>SCHEME 1</label>
<caption>
<p>Schematic illustration of the electrodeposition process of PtNi NPs onto graphene according to previous work by <xref ref-type="bibr" rid="B36">Zhao et al. (2007b)</xref> Black, red, white, green and blue elemental ball represents atom carbon, oxygen, platinum, nickel and hydrogen, respectively.</p>
</caption>
<graphic xlink:href="FCHEM_fchem-2022-1061838_wc_sch1.tif"/>
</fig>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> HRTEM image, <bold>(B)</bold> particle size distribution diagram, and <bold>(C)</bold> thermogravimetric analysis of PtNi/graphene. <bold>(D)</bold> HAADF images and <bold>(E)</bold> Pt and <bold>(F)</bold> Ni EDS maps of Pt&#x2212;Ni binary alloy nanoparticles supported on graphene.</p>
</caption>
<graphic xlink:href="fchem-10-1061838-g001.tif"/>
</fig>
<p>The XRD pattern of bare flash graphite obtained by FJH and as-made PtNi/graphene is shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. The 2&#x3b8; values at 26.5&#xb0; and 42.7&#xb0; display a sharp C(022) peak along with a weak C(101) peak indicating the presence of turbostratic graphene support (<xref ref-type="bibr" rid="B37">Zhu et al., 2022</xref>). The turbostratic graphite structure is characterized by a two dimensional graphite structure in which the layers are misaligned to each other <italic>via</italic> translation or rotation while the interlayer spacing approaches that of crystalline graphite (0.335&#xa0;nm) (<xref ref-type="bibr" rid="B25">Soin et al., 2011</xref>). After deposition of electrocatalyst nanoparticles, the diffraction peaks at 40.0&#xb0; for Pt(111), 46.2&#xb0; for Pt(200), and 67.5&#xb0; for Pt(220) are observed, indicating the characteristic fcc platinum lattice (<xref ref-type="bibr" rid="B19">Niu et al., 2012</xref>). No characteristic peaks of Ni were detected suggesting that Pt is well alloyed with Ni (<xref ref-type="bibr" rid="B27">Suh et al., 2016</xref>). The slight positive peak shift of C(002) with PtNi incorporated can be attributed to the change of the interlayer distance in the graphene during electrochemical oxidation/reduction process (<xref ref-type="bibr" rid="B19">Niu et al., 2012</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>XRD patterns of bare flash graphene and as-made PtNi/graphene.</p>
</caption>
<graphic xlink:href="fchem-10-1061838-g002.tif"/>
</fig>
<p>The formation and deposition of the PtNi NPs on graphene was further confirmed by XPS (<xref ref-type="fig" rid="F3">Figure 3</xref>). <xref ref-type="fig" rid="F3">Figure 3A</xref> shows Pt 4f XPS spectra which can be deconvoluted into Pt<sup>0</sup>, Pt<sup>&#x2161;</sup>, and Pt<sup>&#x2163;</sup>. The observed binding energy of Pt<sup>0</sup> is 71.49 and 74.93&#xa0;eV agreeing well with the reported value of Pt<sup>0</sup> (<xref ref-type="bibr" rid="B27">Suh et al., 2016</xref>; <xref ref-type="bibr" rid="B20">Peng et al., 2017</xref>). The binding energy of Pt<sup>&#x2161;</sup> and Pt<sup>&#x2163;</sup> is observed to be 72.56 and 77.09&#xa0;eV, respectively. The relative distribution of Pt<sup>0</sup> specie is found to be &#x223c;62&#xa0;at% with the rest being present as oxides in oxidation states, suggesting the well metallic state of the Pt-based electrocatalysts. As shown in <xref ref-type="fig" rid="F3">Figure 3B</xref>, metallic Ni and Ni oxide species were also observed indicating the main Ni 2P peaks which corresponds to Ni 2P<sub>3/2</sub> and Ni 2P<sub>1/2</sub>, respectively (<xref ref-type="bibr" rid="B34">Yu et al., 2022</xref>). By mainly presenting in the Ni species based on the peak areas of Ni 2P, the presence of Ni oxide such as NiO and Ni(OH)<sub>2</sub> can promote an increase of metallic Pt and a decrease of Pt oxides states due to the alloying effect of Ni on Pt (<xref ref-type="bibr" rid="B30">Wang et al., 2010</xref>). The presents of Ni oxide may result from the electrochemical oxidation during electrodeposition process of PtNi NPs.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> Pt4f and <bold>(B)</bold> Ni2p XPS spectra profiles of as-made PtNi/graphene.</p>
</caption>
<graphic xlink:href="fchem-10-1061838-g003.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F4">Figure 4A</xref> shows the cyclic voltammograms of the bare graphene and resulting PtNi/graphene in 0.1&#xa0;M HClO<sub>4</sub>. Representing hydrogen adsorption/desorption process, the reversible hydrogen underpotential deposition (H<sub>UPD</sub>) in an electrochemical system can be used to determine electrochemical active surface area (ECSA), which is essential for understanding the utility of Pt by evaluating the number of available electrochemically active sites (<xref ref-type="bibr" rid="B29">VlietVan Der et al., 2012</xref>). Comparing with bare flash graphene, it can be observed that the H<sub>UPD</sub> peaks between 0.05 and 0.4&#xa0;V <italic>vs.</italic> RHE and oxidation/reduction between 0.6 and 1.2&#xa0;V <italic>vs.</italic> RHE of the Pt surface are clearly presented for PtNi/graphene, indicating the presence of active Pt (<xref ref-type="bibr" rid="B11">Kocha et al., 2017</xref>). ECSA can be calculated from H<sub>UPD</sub> charges and the amount of Pt loading on the electrode (<xref ref-type="disp-formula" rid="e1">Eq. 1</xref>): (<xref ref-type="bibr" rid="B29">VlietVan Der et al., 2012</xref>)<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">Q</mml:mi>
<mml:mi mathvariant="normal">H</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>0.21</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where Q<sub>H</sub> is the average charge of hydrogen adsorption/desorption (mC), and the value of 0.21 is known as the charge for the monolayer if hydrogen adsorption on the Pt surface. The corresponding ECSA of Pt is determined to be 73.9&#xa0;m<sup>2</sup>/g for the PtNi/graphene which is comparable to commercial reference of Pt-based electrocatalyst supported by Vulcan carbon (<xref ref-type="bibr" rid="B3">Garsany et al., 2014</xref>). The obtained well-defined hydrogen adsorption/desorption characteristics can be contributed by the fact of the small size of PtNi NPs dispersed uniformly on graphene planes (<xref ref-type="fig" rid="F1">Figure 1A</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>
<bold>(A)</bold> Cyclic voltammograms and <bold>(B)</bold> ORR polarization curves of bare flash graphene and as-made PtNi/graphene. <bold>(C)</bold> Kinetic activities at 0.9&#xa0;V <italic>vs.</italic> RHE and <bold>(D)</bold> ECSA retained during AST of PtNi/graphene and commercial reference Pt/Vulcan carbon.</p>
</caption>
<graphic xlink:href="fchem-10-1061838-g004.tif"/>
</fig>
<p>The ORR activities of PtNi/graphene were characterized by a RDE setup in 0.1&#xa0;M HClO<sub>4</sub> as shown in <xref ref-type="fig" rid="F4">Figure 4B</xref>. The current density for reduction of oxygen was significantly increased with deposition of PtNi NPs on the graphene, exhibiting characteristic Pt electrocatalytic ORR behaviors. Koutechy-Levich (K-L) Equation (<xref ref-type="disp-formula" rid="e2">Eq. 2</xref>) was applied to quantitatively evaluate the ORR activities (<xref ref-type="bibr" rid="B18">Miah and Ohsaka, 2009</xref>)<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>j</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>j</mml:mi>
<mml:mi>d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>j</mml:mi>
<mml:mi>k</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <italic>j</italic> is the measured current density (mA/cm<sup>2</sup>), <italic>j</italic>
<sub>d</sub> is the diffusion limiting current density under the potential region of 0.2&#x2013;0.65&#xa0;V <italic>vs.</italic> RHE, and <italic>j</italic>
<sub>k</sub> is the kinetic current density which can be obtained based on K-L equation to adjust for mass transport limitations. (<xref ref-type="bibr" rid="B18">Miah and Ohsaka, 2009</xref>) As shown in <xref ref-type="fig" rid="F4">Figure 4C</xref>, both mass activities and specific activities of PtNi/graphene and commercial reference of Vulcan carbon-supported Pt electrocatalyst were evaluated based on the calculated <italic>j</italic>
<sub>
<italic>k</italic>
</sub> at 0.9&#xa0;V <italic>vs.</italic> RHE. The PtNi NPs supported on graphene exhibited a substantially higher both mass activity and specific activity compared to Pt electrocatalyst supported on Vulcan carbon. In addition to alloy effect and electronic ligand effect from the second transition metal Ni,(<xref ref-type="bibr" rid="B26">Stamenkovic et al., 2007</xref>) the outstanding ORR performance can be explained by the decreased charge transfer resistance (<italic>R</italic>
<sub>CT</sub>) due to excellent electrical conductivity of the graphene. <xref ref-type="bibr" rid="B30">Wang et al. (2010)</xref> EIS technique was conducted to study the <italic>R</italic>
<sub>CT</sub> of graphene obtained using FJH method in our previous work, (<xref ref-type="bibr" rid="B37">Zhu et al., 2022</xref>) and a near-vertical curve in the low-frequency region and a semicircle in the high-frequency region for the graphene was observed, indicating the low <italic>R</italic>
<sub>CT</sub>.</p>
<p>Moreover, It is reported that the density of monovacancy site on graphene plays key role in its electrocatalytic performance (<xref ref-type="bibr" rid="B17">Lim and Wilcox, 2012</xref>). The representative Raman spectrums of flash graphene nanomaterial and PtNi/graphene obtained through electrodeposition method are shown in <xref ref-type="fig" rid="F5">Figure 5A</xref>. A sharp G band peak at &#x223c;1585&#xa0;cm<sup>&#x2212;1</sup> and 2D band peak at &#x223c;2620&#xa0;cm<sup>&#x2212;1</sup> were clear observed for graphene, indicating its high degree of graphitization (<xref ref-type="bibr" rid="B37">Zhu et al., 2022</xref>). For PtNi/graphene, rather than graphene from which D band was barely found, we can see a sharp and high D band and defect-induced D&#x2032; peak at &#x223c;1320&#xa0;cm<sup>&#x2212;1</sup> and &#x223c;1620&#xa0;cm<sup>&#x2212;1</sup>, respectively. The intensity ratio of D and D&#x2032; band (<italic>I</italic>
<sub>D</sub>/<italic>I</italic>
<sub>D&#x2019;</sub>) is commonly used to illustrate the defect nature in the atomic structure of the graphene (<xref ref-type="bibr" rid="B2">Eckmann et al., 2012</xref>). As displayed in <xref ref-type="fig" rid="F5">Figure 5B</xref>, the value of <italic>I</italic>
<sub>D</sub>/<italic>I</italic>
<sub>D&#x2019;</sub> for PtNi/graphene is 3.1, which is much higher than that of graphene (0.9), suggesting the formation of many structural defects or disorders on the graphene support where PtNi NPs are deposited(<xref ref-type="bibr" rid="B37">Zhu et al., 2022</xref>). The conclusion is also supported by analyzing the intensity ratio of D and G band (<italic>I</italic>
<sub>D</sub>/<italic>I</italic>
<sub>G</sub>) (<xref ref-type="fig" rid="F5">Figure 5B</xref>). This defects evolution in graphene can be ascribed to the process of PtNi NPs electrodeposition during which electrochemical cycling induces and enables additional defects to facilitate metallic ions diffusion through the graphene layer (<xref ref-type="bibr" rid="B8">Jaber-Ansari et al., 2014</xref>). Using density functional theory (DFT) modelling and Raman spectra, (<xref ref-type="bibr" rid="B8">Jaber-Ansari et al., 2014</xref>) has revealed that, upon potential cycling, defectivity is initiated with vacancy formation and chemical functionalization through the interaction between graphene and absorbates such as metallic ions and oxygen. DFT also indicates that graphene defect sites lower the activation energy of oxygen dissociation and reduce the stability of intermediate HO&#x2a; species, thermodynamically driving ORR toward 4e<sup>&#x2212;</sup> pathway and facilitating its kinetic activities (<xref ref-type="fig" rid="F4">Figure 4C</xref>). (<xref ref-type="bibr" rid="B17">Lim and Wilcox, 2012</xref>)</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(A)</bold> Raman spectra of bare flash graphene and as-made PtNi/graphene. <bold>(B)</bold> Comparison of <italic>I</italic>
<sub>D</sub>/<italic>I</italic>
<sub>G</sub> and <italic>I</italic>
<sub>D</sub>/<italic>I</italic>
<sub>D&#x2019;</sub> values of bare flash graphene and as-made PtNi/graphene.</p>
</caption>
<graphic xlink:href="fchem-10-1061838-g005.tif"/>
</fig>
<p>An accelerated stability test (AST) of PtNi/graphene was also performed by cycling potentials between 0.6 and 1.1&#xa0;V <italic>vs.</italic> RHE in 0.1&#xa0;M HClO<sub>4</sub> at 50&#xa0;mV&#xa0;s<sup>&#x2212;1</sup> under Ar atmosphere as suggested in our previous work (<xref ref-type="bibr" rid="B13">Li et al., 2017</xref>), and the ECSA was evaluated for every 2000 cycles. As shown in <xref ref-type="fig" rid="F4">Figure 4D</xref>, PtNi/graphene performs with better ECSA retention than commercial references of Pt/Vulcan. This general improvement is expected as the defect sites of graphene support (<xref ref-type="fig" rid="F5">Figure 5A</xref>) reserves strong interaction with PtNi NPs(<xref ref-type="bibr" rid="B16">Lim and Wilcox, 2011</xref>), preventing sintering of alloy nanoparticles and extending its ECSA retention. Further study needs to be undertaken to investigate the effects of graphene defectivity to electrocatalytic activity and stability.</p>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>In summary, novel Pt-Ni binary alloy nanoparticles electrocatalysts supported on graphene nanomaterials were successfully prepared by electrodeposition method. The PtNi NPs with sizes of &#x223c;3&#xa0;nm uniformly dispersed on graphene surface and loading of metals was determined to be 20&#xa0;wt%. The resultant PtNi/graphene exhibits excellent electrocatalytic activity and stability toward the reduction of oxygen. In addition to the improved surface electronic properties due to characteristic of graphene, the formation of structural defects and disorders on graphene support during electrodeposition process can also attribute to the electrocatalytic performance of PtNi NPs. These results indicate that graphene nanomaterials could be a good candidate as a supporting material of electrocatalysts, and electrodeposition method is promising for the preparation of high-performance graphene-supported alloy electrocatalysts.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>SL contributed to design of the study and manuscript writing. XY conducted the synthesis, electrochemical analysis, and manuscript revision. MS and PW performed the physicochemical analysis. HL performed graphene preparation. ZZ conducted the Raman spectra test. YZ drafted and reviewed the manuscript. YL was responsible for all the experiments and writing.</p>
</sec>
<ack>
<p>YL acknowledges fundings from the Project 20210302123435 supported by Natural Science Foundation of Shanxi and Project 2021L001 supported by Technologial Innovation Programs of Higher Education Institutions in Shanxi. SL acknowledges fundings from Project 20210302124628 supported by Natural Science Foundation of Shanxi and Project 2021L011 supported by Scientific and Technologial Innovation Programs of Higher Education Institutions in Shanxi. ZZ acknowledge funding supported by National Natural Sciences Foundation of China (No. 22006162). XY and YZ acknowledge funding supported by the Graduate Education Innovation Project of Shanxi (No. 2021Y111).</p>
</ack>
<sec sec-type="COI-statement" id="s7">
<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="s8">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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