<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">767776</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2021.767776</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Corrosion Performance and Rust Conversion Mechanism of Graphene Modified Epoxy Surface Tolerant Coating</article-title>
<alt-title alt-title-type="left-running-head">Guo et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Graphene Modified Epoxy Coating</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Guo</surname>
<given-names>Xiaoping</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>Xu</surname>
<given-names>Hao</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pu</surname>
<given-names>Jibin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yao</surname>
<given-names>Chao</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">
<name>
<surname>Yang</surname>
<given-names>Jing</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Liu</surname>
<given-names>Shuan</given-names>
</name>
<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/1458258/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>School of Petrochemical Engineering, Changzhou University, <addr-line>Changzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Key Laboratory of Marine Materials and Related Technologies, Zhejiang Key Laboratory of Marine Materials and Protective Technologies, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, <addr-line>Ningbo</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<label>
<sup>3</sup>
</label>Hubei Huaqiang Technology Co., Ltd., <addr-line>Yichang</addr-line>, <country>China</country>
</aff>
<author-notes>
<corresp id="c001">&#x2a;Correspondence: Chao Yao, <email>yaochao@cczu.edu.cn</email>; Shuan Liu, <email>liushuan@nimte.ac.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Environmental Degradation of Materials, a section of the journal Frontiers in Materials</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1269407/overview">Binbin Zhang</ext-link>, Institute of Oceanology (CAS), 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/1490057/overview">Yong Zou</ext-link>, Shandong University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/954968/overview">Da-Hai Xia</ext-link>, Tianjin University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1493555/overview">Tengfei Xiang</ext-link>, Anhui University of Technology, China</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>767776</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Guo, Xu, Pu, Yao, Yang and Liu.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Guo, Xu, Pu, Yao, Yang and Liu</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>A graphene modified epoxy surface tolerant coating was prepared, and the corrosion performance and rust conversion mechanism of the prepared composite coating on rusty carbon steel substrate was investigated. Scanning electron microscope (SEM), X-ray powder diffractometer (XRD), and infrared (IR) spectrum were used to confirmed the iron rust conversion performance by the reaction of phytic acid and rust. electrochemical impedance spectroscopy (EIS), polarization curve, and salt spray test were used to evaluate the corrosion resistance of low surface treatment coatings. Results indicated most of the rust were dissolved and transformed with the reaction of phytic acid and rust on the rusty carbon steel; graphene could effectively improve the compactness and protective performance of the epoxy surface tolerant coating.</p>
</abstract>
<kwd-group>
<kwd>corrosion</kwd>
<kwd>surface tolerant coating</kwd>
<kwd>graphene</kwd>
<kwd>rusty</kwd>
<kwd>EIS</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Science and Technology Major Project<named-content content-type="fundref-id">10.13039/501100018537</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Heavy anticorrosive coating technology is the most economical and popular protection technology to slow down the corrosion rate of marine steel structures (<xref ref-type="bibr" rid="B1">Arukalam et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B25">Zhu et&#x20;al., 2020</xref>). However, in order to ensure the anticorrosive quality of the coating, the steel substrate needs to be sandblasted or shot blasted before construction, and in most cases, the surface cleanliness after treatment is required to meet the surface treatment level Sa2.5 specified in ISO 8501-1988. Sandblasting not only brings a lot of dust and noise pollution but also increases the construction cost. Due to the influence of construction conditions, coating conditions, and the changeable coastal weather, the marine steel structure cannot be coated immediately after sandblasting or can only be coated with rust (<xref ref-type="bibr" rid="B10">Lei et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B18">Oliveira et&#x20;al., 2021</xref>). In particular, some dead corners of complex steel structures cannot be treated by traditional sand blasting; besides, in the actual outdoor coating construction, it is impossible to completely and thoroughly sandblast steel. Even after sandblasting, the steel surface still has various degrees of rust and is often in a high degree of moisture. Therefore, it is particularly important to develop a simple and efficient anticorrosion coating with low surface treatment for long-term anticorrosion of equipment in the marine environment (<xref ref-type="bibr" rid="B11">Liao and Lee, 2016</xref>; <xref ref-type="bibr" rid="B7">Feng and Yuan, 2020</xref>).</p>
<p>Low surface treatment coating is also called surface tolerance coating, which is an anticorrosive coating that can be applied on the corroded surface of steel with simple surface treatment or without treatment. Low surface treatment coating has excellent adhesion, wettability, permeability, and rust conversion. Good wetting and permeability are the basis of low surface treatment coatings (<xref ref-type="bibr" rid="B6">Figueroa et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B16">Marano et&#x20;al., 2020</xref>). On the one hand, the low surface treatment coatings contain active antirust pigments or rust conversion agents, which can transform active corrosion products, generate stable iron chelate, and become a part of the complete paint film as a way of inert fillers. On the other hand, adding chelating agent and corrosion inhibitor to rust primer can improve the passivation performance of metal substrate (<xref ref-type="bibr" rid="B9">Jiang et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B3">Chang et&#x20;al., 2021</xref>).</p>
<p>Phytic acid (PA) molecule has six phosphate groups which can combine with metal cations; it is an environmentally friendly rust inhibitor. Graphene (G) is the thinnest two-dimensional (2D) carbon material; its own unique nanostructure endows its perfect impermeability to any atoms and molecules under ambient conditions, and so G could be used as an excellent functional filler in anticorrosion coatings (<xref ref-type="bibr" rid="B8">Gu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B2">Bai et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B17">Mu et&#x20;al., 2021</xref>). In our previous research, we have confirmed that the original iron ions absorbed on rusty carbon steel surfaces could be transformed by PA, and a dense film was formed with the reaction of PA and rust (<xref ref-type="bibr" rid="B22">Xu et&#x20;al., 2021</xref>). In this research, we prepared a G modified epoxy surface tolerant coating using PA as a rust conversion agent and G as a functional filler. The corrosion performance of as-prepared surface tolerant coating on rusty steel was studied by means of electrochemical measurements in 3.5&#xa0;wt% NaCl solution. The results of this paper may provide an insight on providing a simple and efficient protection technology for corroded metals in the marine environment.</p>
</sec>
<sec id="s2">
<title>Experimental</title>
<sec id="s2-1">
<title>Materials</title>
<p>All reagents including PA solution (PA content: 70&#xa0;wt%) were purchased from Sigma-Aldrich and Aladdin and used without further purification unless otherwise noted. Epoxy resin (EP), C<sub>12&#x2013;14</sub> alkyl glycidyl ether (AGE), and polyamide curing agent were purchased from Hubei Greenhome Materials Technology, Inc. G powder (5&#x2013;10 layers, 10&#x2013;200&#xa0;&#x3bc;m diameter, 5&#x2013;15&#xa0;nm thickness, 99.5&#xa0;wt% purity) was purchased from Ningbo Morsh Technology. Co., Ltd. Carbon steel (1&#xa0;cm&#xa0;&#xd7;&#xa0;1&#xa0;cm&#xa0;&#xd7;&#xa0;1&#xa0;cm) was purchased from Yuxin Technology Co., Ltd. The polyo-phenylenediamine was prepared and used as G dispersant (<xref ref-type="bibr" rid="B4">Cui et&#x20;al., 2019</xref>).</p>
<p>The rusty carbon samples were prepared by dropping 3.5&#xa0;wt% NaCl solution onto the clean sample and allowing it to react for 30&#xa0;days at ambient temperature. Some loose corrosion products were formed on the surface of carbon steel (namely, rusty carbon steel).</p>
</sec>
<sec id="s2-2">
<title>Preparation of Graphene Modified Epoxy Surface Tolerant Coating</title>
<p>Firstly, 0.5&#xa0;g G power was ultrasonically dispersed by 0.01&#xa0;g polyo-phenylenediamine in 20&#xa0;ml xylene solvent, and the mixture was stirred for 30&#xa0;min, then 0.12&#xa0;g PA, 20&#xa0;ml AGE, and 30&#xa0;g EP were added to the above mixture and ground until paint fineness reached 50&#xa0;&#x3bc;m. Finally, 20&#xa0;g polyamide curing agent was added, and the mixture was stirred for 30&#xa0;min. The prepared composite coating (PA/G/EP) was applied to the rusty carbon steel cured at room temperature for 48&#xa0;h; the coating thickness was 60&#xa0;&#xb1;&#xa0;2&#xa0;&#x3bc;m. In the same way, a pure epoxy coating (EP) and PA with EP (PA/EP) were prepared and coated on rusty carbon steel at the same thickness.</p>
</sec>
<sec id="s2-3">
<title>Material Characterization</title>
<p>The rust and the PA chelate were analyzed by Intelligent Fourier Infrared Spectrometer (NICOLET 6700 FTIR) and X-ray powder diffractometer (Bruker-AXS D8 XRD). The cross-section surfaces of EP, PA/EP, and PA/G/EP were observed by scanning electron microscope (FEG 250 SEM). To prepare the cross-section surfaces, firstly, the coating was cured at 80&#xb0;C for 24&#xa0;h, and then the coating was quickly broken in a liquid nitrogen environment. Cross-section surfaces of different coatings were immediately treated with gold spraying to increase their conductivity (the thickness of the gold-plated layer was only 5&#x2013;8&#xa0;nm, which did not change the cross-section morphology of the prepared coatings), and at last the prepared cross-section surface samples were put in a vacuum chamber for SEM observation. The electrochemical test was performed at the electrochemical workstation (CHI-660E, China) using the three-electrode system. A platinum electrode was used as an auxiliary electrode, a calomel electrode was used as a reference electrode, and a carbon steel with 1&#xa0;cm<sup>2</sup> exposed area was used as a working electrode. The corrosive medium was 3.5&#xa0;wt% NaCl solution. The electrochemical impedance spectroscopy (EIS) curves after different immersion times were measured at an open circuit potential with an interference signal amplitude of 20&#xa0;mV and a frequency range of 100,000&#x2013;0.01&#xa0;Hz. Electrochemical impedance fitting was performed using Zview software for data analysis. Three coating/electrode systems were prepared for each electrode, and the electrochemical test was repeated three&#x20;times.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and Discussion</title>
<sec id="s3-1">
<title>Transformation Performance of PA on Rusty Carbon Steel</title>
<p>To investigate the transformation mechanism of PA on rusty carbon steel, infrared (IR) and XRD spectra of the rusty carbon steel, PA dropped on rusty carbon steel, and PA/G coating coated on rusty carbon steel are presented in <xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F2">2</xref>, respectively. In the IR spectrum of rusty carbon steel (<xref ref-type="fig" rid="F1">Figure&#x20;1A</xref>), the peaks at 883 and 787&#xa0;cm<sup>&#x2212;1</sup> belonged to the bending vibration of -OH in &#x3b1;-FeOOH. The band of 682&#xa0;cm<sup>&#x2212;1</sup> belonged to the bending vibration of -OH in &#x3b2;-FeOOH, and the band around 745&#xa0;cm<sup>&#x2212;1</sup> was due to the bending vibration of -OH in &#x3b3;-FeOOH. When the 5&#xa0;wt% PA solution was dropped on the rusty carbon steel for 4&#xa0;h, the characteristic peaks of rusty carbon steel almost disappeared, and some new characteristic peaks located at 1,004 and 2,847&#xa0;cm<sup>&#x2212;1</sup> appeared (<xref ref-type="fig" rid="F1">Figure&#x20;1B</xref>), which corresponded to the P-O stretching vibration and the stretching vibration of OH in the P-OH group, indicating that PA could reacted with rust and has been absorbed on rusty carbon steel. When the PA/G/EP was coated on rusty carbon steel (<xref ref-type="fig" rid="F2">Figure&#x20;2C</xref>), most of the characteristic peaks of rusty carbon steel cannot be detected. Some new absorption peaks at 1,657 and 1,543&#xa0;cm<sup>&#x2212;1</sup> came from the carbon skeleton vibration of the G (<xref ref-type="bibr" rid="B22">Xu et&#x20;al., 2021</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The IR spectra for rusty carbon steel <bold>(A)</bold>, PA dropped on rusty carbon steel <bold>(B)</bold>, and PA/G/EP coating coated on rusty carbon steel <bold>(C)</bold>.</p>
</caption>
<graphic xlink:href="fmats-08-767776-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The XRD spectra for rusty carbon steel <bold>(A)</bold>, 5&#xa0;wt% PA solution dropped on rusty carbon steel <bold>(B)</bold>, and PA/G coating coated on rusty carbon steel <bold>(C)</bold>.</p>
</caption>
<graphic xlink:href="fmats-08-767776-g002.tif"/>
</fig>
<p>It can be found in the XRD (see <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>) pattern that the rust mainly contained diffraction peaks of NaCl (PDF 05-0628), FeOCl (PDF 39-0612), Fe<sub>2</sub>O<sub>3</sub> (PDF 16-0653), and Fe (PDF 50-1275). After adding PA, only NaCl characteristic peak was left, indicating that most rust was converted by PA (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>). No obvious rust characteristic peak was found in <xref ref-type="fig" rid="F2">Figure&#x20;2C</xref>. In order to investigate the change of surface morphology of rusty carbon steel after the reaction between PA and rust, 5&#xa0;wt% PA solution was directly dropped on the surface of rusty carbon steel. It could be seen that many corrosion pits appeared on the surface of rusty carbon steel (<xref ref-type="fig" rid="F3">Figure&#x20;3A</xref>); when the PA reacted with the rust for 24&#xa0;h, the corrosion pits almost disappeared and the surface roughness significantly decreased (<xref ref-type="fig" rid="F3">Figure&#x20;3B</xref>), indicating that the PA has excellent rust conversion performance.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>SEM images of rusty carbon steel <bold>(A)</bold> and rusty carbon steel reacted with 5&#xa0;wt %PA solution for 24&#xa0;h <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fmats-08-767776-g003.tif"/>
</fig>
<p>Generally, coatings with good physical barrier properties have excellent protective properties, and the dispersion state of fillers in composite coatings has a significant impact on the physical barrier properties of coatings (<xref ref-type="bibr" rid="B13">Liu et&#x20;al., 2013b</xref>). In order to observe the dispersion state of G and PA in the composite coating, SEM was used to observe the dispersion performance of G in xylene solvent and the cross-section surface morphology of the coating, and the results are shown in <xref ref-type="fig" rid="F4">Figures 4</xref>, <xref ref-type="fig" rid="F5">5</xref>, respectively. <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> showed that the sheet structure of G was dispersed uniformly by polyo-phenylenediamine in xylene solvent, and no obvious agglomeration of G could be&#x20;found.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>SEM images of dispersed G in xylene solvent at low magnification <bold>(A)</bold> and high magnification <bold>(B)</bold>.</p>
</caption>
<graphic xlink:href="fmats-08-767776-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>The SEM cross-section images of prepared coatings, <bold>(A)</bold> pure EP, <bold>(B)</bold> PA/EP, and <bold>(C)</bold> PA/G/EP.</p>
</caption>
<graphic xlink:href="fmats-08-767776-g005.tif"/>
</fig>
<p>The cross-section surface of pure EP was relatively smooth, and there were fluvial cracks parallel to the direction of crack propagation on the surface (<xref ref-type="fig" rid="F5">Figure&#x20;5A</xref>), which was typical of brittle thermosetting polymers section characteristics. After adding PA in pure EP (<xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>), the crack of PA/EP coating section was reduced compared with that of pure EP, and some small holes were observed in the coating. When the PA and well-dispersed G slurry were added in EP (<xref ref-type="fig" rid="F5">Figure&#x20;5C</xref>), the cross-section of the PA/G/EP coating was smooth; no obvious agglomeration of G or small holes could be observed, indicating that G could effectively improve the compactness of the EP coating.</p>
</sec>
<sec id="s3-2">
<title>Corrosion Performance of the G Modified Epoxy Surface Tolerant Coating</title>
<p>
<xref ref-type="fig" rid="F6">Figure&#x20;6</xref> presents the open circuit potential (<italic>E</italic>
<sub>OCP</sub>) variation of rusty carbon steel, EPPA/EP, and PA/G/EP coated on rusty carbon steel as a function of immersion time in 3.5% NaCl solution. The <italic>E</italic>
<sub>OCP</sub> of rusty carbon steel was kept at &#x2212;0.782&#xa0;V and was basically unchanged. The <italic>E</italic>
<sub>OCP</sub> of all coatings decreased to different degrees after the fluctuation at initial time and then remained basically unchanged after 240&#xa0;h. Compared with pure EP, PA/EP and PA/G/EP exhibited much more enhanced <italic>E</italic>
<sub>OCP</sub>. After 288&#xa0;h immersion, compared to EP, the positive shift of <italic>E</italic>
<sub>OCP</sub> as 0.11&#xa0;V for PA/G/EP indicated that well-dispersed G has obvious corrosion inhibition, and this similar phenomenon has been reported by other researchers (<xref ref-type="bibr" rid="B4">Cui et&#x20;al., 2019</xref>). In our previous research, we confirmed that commercial G without dispersion was found to have almost no corrosion inhibition (<xref ref-type="bibr" rid="B12">Liu et&#x20;al., 2016</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>The open circuit potential curves of rusty carbon steel <bold>(A)</bold>, EP <bold>(B)</bold>, PA/EP <bold>(C)</bold>, and PA/G/EP <bold>(D)</bold> immersed in 3.5% NaCl solution after 240&#xa0;h.</p>
</caption>
<graphic xlink:href="fmats-08-767776-g006.tif"/>
</fig>
<p>Nyquist and Bode plots are shown in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref> for bare rusty carbon steel, EP, PA/EP, and PA/G/EP coated on rusty carbon steel after different immersion times in 3.5&#xa0;wt% NaCl solution, as EIS is one of the most intensive and nondestructive testing techniques for investigation and prediction of the anticorrosion performance of organic coating in aqueous solution (<xref ref-type="bibr" rid="B15">Liu et&#x20;al., 2013a</xref>; <xref ref-type="bibr" rid="B13">Liu et&#x20;al., 2013b</xref>). To quantitative analyze the corrosion resistance of these four systems, two appropriate equivalent circuits (<xref ref-type="fig" rid="F8">Figure&#x20;8</xref>) were used to fit the EIS data, and the fitting corrosion parameters are listed in <xref ref-type="table" rid="T1">Table&#x20;1</xref>; (<xref ref-type="bibr" rid="B21">Xia et&#x20;al., 2020</xref>). In <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>, <italic>R</italic>
<sub>s</sub> is the solution resistance, and <italic>R</italic>
<sub>c</sub> and <italic>CPE</italic>
<sub>
<italic>-1</italic>
</sub> represent the coating resistance and coating capacitance, respectively. <italic>R</italic>
<sub>ct</sub> and <italic>CPE</italic>
<sub>
<italic>-2</italic>
</sub> represent the charge-transfer resistance and double-layer capacitance, respectively (<xref ref-type="bibr" rid="B20">Wang et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B5">Cui et&#x20;al., 2018</xref>). <xref ref-type="fig" rid="F8">Figure&#x20;8A</xref> was used to fit the EIS data for PA/G/EP during the 96-h immersion, and <xref ref-type="fig" rid="F8">Figure&#x20;8B</xref> was used to fit the EIS data which have two time constants (<xref ref-type="bibr" rid="B19">Pan et&#x20;al., 2020</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The EIS of rusty carbon steel <bold>(A)</bold>, EP <bold>(B)</bold>, PA/EP <bold>(C)</bold>, and PA/G/EP <bold>(D)</bold> immersed in 3.5&#xa0;wt% NaCl solution after different&#x20;times.</p>
</caption>
<graphic xlink:href="fmats-08-767776-g007.tif"/>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>The equivalent circuit used to fit the EIS data. <bold>(A)</bold> used for one time constant in EIS, <bold>(B)</bold> used for two time constants in EIS.</p>
</caption>
<graphic xlink:href="fmats-08-767776-g008.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Electrochemical corrosion parameters fitted from the equivalent circuit.</p>
</caption>
<table>
<thead>
<tr>
<td rowspan="2" align="left"/>
<td rowspan="2" align="center">Time hours</td>
<td align="center">
<italic>R</italic>
<sub>s</sub>
</td>
<td align="center">
<italic>CPE</italic>
<sub>-1</sub>
</td>
<td rowspan="2" align="center">
<italic>n</italic>
<sub>1</sub>
</td>
<td align="center">
<italic>R</italic>
<sub>c</sub>
</td>
<td align="center">
<italic>CPE-</italic>
<sub>2</sub>
</td>
<td rowspan="2" align="center">
<italic>n</italic>
<sub>2</sub>
</td>
<td align="center">
<italic>R</italic>
<sub>ct</sub>
</td>
</tr>
<tr>
<td align="center">&#x3a9;</td>
<td align="center">
<inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mtext>F/S&#xa0;</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>-</mml:mo>
<mml:mtext>n</mml:mtext>
<mml:mn>1</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mtext>&#xa0;cm</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">M&#x3a9;&#xa0;cm<sup>2</sup>
</td>
<td align="center">
<inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mtext>F/S</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>-</mml:mo>
<mml:mtext>n</mml:mtext>
<mml:mn>2</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mtext>&#xa0;cm</mml:mtext>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">M&#x3a9;&#xa0;cm<sup>2</sup>
</td>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="5" align="left">Rusty carbon steel</td>
<td align="center">12</td>
<td align="char" char=".">0.02</td>
<td align="center">2,506</td>
<td align="char" char=".">0.68</td>
<td align="center">5.98&#xa0;&#xd7;&#xa0;10<sup>&#x2212;5</sup>
</td>
<td align="center">235</td>
<td align="char" char=".">0.89</td>
<td align="center">1.12&#xa0;&#xd7;&#xa0;10<sup>&#x2212;3</sup>
</td>
</tr>
<tr>
<td align="center">24</td>
<td align="char" char=".">0.01</td>
<td align="center">3,512</td>
<td align="char" char=".">0.85</td>
<td align="center">5.12&#xa0;&#xd7;&#xa0;10<sup>&#x2212;5</sup>
</td>
<td align="center">335</td>
<td align="char" char=".">0.66</td>
<td align="center">1.08&#xa0;&#xd7;&#xa0;10<sup>&#x2212;3</sup>
</td>
</tr>
<tr>
<td align="center">48</td>
<td align="char" char=".">0.01</td>
<td align="center">6,591</td>
<td align="char" char=".">0.76</td>
<td align="center">4.23&#xa0;&#xd7;&#xa0;10<sup>&#x2212;5</sup>
</td>
<td align="center">285</td>
<td align="char" char=".">0.86</td>
<td align="center">9.56&#xa0;&#xd7;&#xa0;10<sup>&#x2212;4</sup>
</td>
</tr>
<tr>
<td align="center">96</td>
<td align="char" char=".">0.03</td>
<td align="center">6,562</td>
<td align="char" char=".">0.56</td>
<td align="center">3.12&#xa0;&#xd7;&#xa0;10<sup>&#x2212;5</sup>
</td>
<td align="center">269</td>
<td align="char" char=".">0.78</td>
<td align="center">7.73&#xa0;&#xd7;&#xa0;10<sup>&#x2212;4</sup>
</td>
</tr>
<tr>
<td align="center">240</td>
<td align="char" char=".">0.01</td>
<td align="center">8,452</td>
<td align="char" char=".">0.91</td>
<td align="center">1.05&#xa0;&#xd7;&#xa0;10<sup>&#x2212;5</sup>
</td>
<td align="center">398</td>
<td align="char" char=".">0.96</td>
<td align="center">6.32&#xa0;&#xd7;&#xa0;10<sup>&#x2212;4</sup>
</td>
</tr>
<tr>
<td rowspan="4" align="left">EP</td>
<td align="center">12</td>
<td align="char" char=".">0.03</td>
<td align="center">50.2</td>
<td align="char" char=".">0.70</td>
<td align="center">0.86</td>
<td align="center">0.56</td>
<td align="char" char=".">0.69</td>
<td align="center">4.56</td>
</tr>
<tr>
<td align="center">24</td>
<td align="char" char=".">0.01</td>
<td align="center">125</td>
<td align="char" char=".">0.68</td>
<td align="center">0.78</td>
<td align="center">1.23</td>
<td align="char" char=".">0.72</td>
<td align="center">3.87</td>
</tr>
<tr>
<td align="center">48</td>
<td align="char" char=".">0.04</td>
<td align="center">886</td>
<td align="char" char=".">0.61</td>
<td align="center">0.65</td>
<td align="center">5.68</td>
<td align="char" char=".">0.85</td>
<td align="center">3.46</td>
</tr>
<tr>
<td align="center">96</td>
<td align="char" char=".">0.03</td>
<td align="center">989</td>
<td align="char" char=".">0.62</td>
<td align="center">0.46</td>
<td align="center">8.69</td>
<td align="char" char=".">0.59</td>
<td align="center">0.52</td>
</tr>
<tr>
<td rowspan="6" align="left">PA/EP</td>
<td align="center">240</td>
<td align="char" char=".">0.02</td>
<td align="center">1,023</td>
<td align="char" char=".">0.71</td>
<td align="center">0.23</td>
<td align="center">9.98</td>
<td align="char" char=".">0.62</td>
<td align="center">0.12</td>
</tr>
<tr>
<td align="center">12</td>
<td align="char" char=".">0.01</td>
<td align="center">19.7</td>
<td align="char" char=".">0.95</td>
<td align="center">18.6</td>
<td align="center">0.0747</td>
<td align="char" char=".">0.83</td>
<td align="center">82.6</td>
</tr>
<tr>
<td align="center">24</td>
<td align="char" char=".">0.01</td>
<td align="center">125</td>
<td align="char" char=".">0.93</td>
<td align="center">16.8</td>
<td align="center">0.0859</td>
<td align="char" char=".">0.77</td>
<td align="center">78.4</td>
</tr>
<tr>
<td align="center">48</td>
<td align="char" char=".">0.03</td>
<td align="center">234</td>
<td align="char" char=".">0.91</td>
<td align="center">11.3</td>
<td align="center">0.161</td>
<td align="char" char=".">0.82</td>
<td align="center">15.2</td>
</tr>
<tr>
<td align="center">96</td>
<td align="char" char=".">0.01</td>
<td align="center">376</td>
<td align="char" char=".">0.84</td>
<td align="center">9.53</td>
<td align="center">0.562</td>
<td align="char" char=".">0.84</td>
<td align="center">13.5</td>
</tr>
<tr>
<td align="center">240</td>
<td align="char" char=".">0.02</td>
<td align="center">758</td>
<td align="char" char=".">0.88</td>
<td align="center">7.56</td>
<td align="center">0.983</td>
<td align="char" char=".">0.79</td>
<td align="center">3.56</td>
</tr>
<tr>
<td rowspan="5" align="left">PA/G/EP</td>
<td align="center">12</td>
<td align="char" char=".">0.03</td>
<td align="center">0.126</td>
<td align="char" char=".">0.78</td>
<td align="center">2,685</td>
<td align="center">&#x2014;</td>
<td align="char" char=".">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">24</td>
<td align="char" char=".">0.02</td>
<td align="center">0.156</td>
<td align="char" char=".">0.66</td>
<td align="center">2,156</td>
<td align="center">&#x2014;</td>
<td align="char" char=".">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">48</td>
<td align="char" char=".">0.02</td>
<td align="center">0.254</td>
<td align="char" char=".">0.85</td>
<td align="center">781.3</td>
<td align="center">&#x2014;</td>
<td align="char" char=".">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">96</td>
<td align="char" char=".">0.01</td>
<td align="center">0.356</td>
<td align="char" char=".">0.86</td>
<td align="center">756.1</td>
<td align="center">&#x2014;</td>
<td align="char" char=".">&#x2014;</td>
<td align="center">&#x2014;</td>
</tr>
<tr>
<td align="center">240</td>
<td align="char" char=".">0.02</td>
<td align="center">4.95</td>
<td align="char" char=".">0.95</td>
<td align="center">53.16</td>
<td align="center">0.364</td>
<td align="char" char=".">0.46</td>
<td align="center">235.6</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Generally, the impedance modulus at the lowest frequency (&#x7c;Z&#x7c;<sub>0.01Hz</sub>) in Bode diagram can be used to evaluate the protective performance of the coatings. For the EIS results with two time constants, the time constant at the high frequencies corresponds to the capacitive behavior of the coating (or rust), and the time constant at the medium and low frequencies is assigned to the corrosion response of the metal substrates (<xref ref-type="bibr" rid="B14">Liu et&#x20;al., 2012</xref>).</p>
<p>For the bare rusty carbon steel (<xref ref-type="fig" rid="F7">Figure&#x20;7A</xref>), the radius of the two capacitive arcs decreased gradually, and the impedance modulus at low frequency domain &#x7c;Z&#x7c;<sub>0.01Hz</sub> decreased with time, indicating that the corrosion rate of rusty carbon steel increased in 3.5&#xa0;wt% NaCl solution. Without coating protection, the rusty carbon steel would corrode and fail in a short time in 3.5% NaCl solution.</p>
<p>When the pure EP was coated on rusty carbon steel without surface treatment (<xref ref-type="fig" rid="F7">Figure&#x20;7B</xref>), the porous rust in epoxy coating may reduce the compactness of paint film, form water-vapor channel, and then decrease its anticorrosion performance. The &#x7c;Z&#x7c;<sub>0.01Hz</sub> of pure EP was only 3.56&#xa0;&#xd7;&#xa0;10<sup>5</sup>&#xa0;&#x3a9;&#xa0;cm<sup>2</sup> after 240&#xa0;h immersion in 3.5&#xa0;wt% NaCl solution. Due to the water penetration and ionic species movement through the pure EP, the EP coating conductivity increased. The coating capacitance (<italic>CPE</italic>
<sub>
<italic>-1</italic>
</sub>) increased from 50.22 to 1,023&#xa0;nF&#xa0;cm<sup>&#x2212;2</sup>, and the coating resistance (<italic>R</italic>
<sub>c</sub>) decreased from 0.86 to 0.23&#xa0;M&#x3a9;&#xa0;cm<sup>2</sup> during 240&#xa0;h of immersion in 3.5% NaCl solution.</p>
<p>When the PA/EP is coated on rusty carbon steel (<xref ref-type="fig" rid="F7">Figure&#x20;7C</xref>), the PA could react with rust, reduce the porosity and increase the adhesion of the coating to the rusty carbon steel, and then increase the compactness of paint film. The radius of two capacitive reactance arcs was doubled compared to pure EP. However, there were still two time constants during the whole immersion times; the coating resistance (<italic>R</italic>
<sub>c</sub>) of PA/EP decreased from 18.6 to 1.56&#xa0;M&#x3a9;&#xa0;cm<sup>2</sup> after 240&#xa0;h immersion, indicating that water resistance of the PA/EP needs to be improved.</p>
<p>For PA/G/EP (<xref ref-type="fig" rid="F7">Figure&#x20;7D</xref>), only one time constant was observed at the initial stage of 96&#xa0;h immersion (Stage I), and then two time constants appeared after 240&#xa0;h of immersion (Stage II). When the well-dispersed G is added into the EP, G can fill the structural and pinhole porosity of the EP and decrease the electrolyte diffusion towards the rusty carbon steel substrate, and the water diffusion coefficient is decreased greatly by the tortuous diffusion path (<xref ref-type="bibr" rid="B12">Liu et&#x20;al., 2016</xref>). However, water molecules would gradually penetrate the coating with the extension of immersion time and accelerate the corrosion of the metal. Thus, two time constants (or two capacitive arcs) appeared after 240&#xa0;h of immersion.</p>
<p>The pure EP and PA/EP coatings exhibit two time constants in short-term immersion, while the PA/G/EP remains one time constant in a high frequency range during 96-h immersion. The impedance modulus at low frequency (&#x7c;Z&#x7c;<sub>0.01Hz</sub>) can represent the corrosion protection of coating/metal system, which is in inverse proportion to the corrosion rate. The &#x7c;Z&#x7c;<sub>0.01Hz</sub> of the PA/G/EP-coated rusty carbon electrode was 5.9&#xa0;&#xd7;&#xa0;10<sup>8</sup>&#xa0;&#x3a9;&#xa0;cm<sup>2</sup> after 240-h immersion (<xref ref-type="fig" rid="F6">Figure&#x20;6D</xref>), which was far larger than that of pure EP (2.1&#xa0;&#xd7;&#xa0;10<sup>5</sup>&#xa0;&#x3a9;&#xa0;cm<sup>2</sup>) and PA/EP (7.3&#xa0;&#xd7;&#xa0;10<sup>6</sup>&#xa0;&#x3a9;&#xa0;cm<sup>2</sup>) coated rusty carbon electrodes after 240-h immersion (<xref ref-type="fig" rid="F6">Figures 6B, C</xref>). These results indicated that PA/G/EP exhibited better corrosion protection for the rusty carbon steel than other coatings. The increase in impedance for PA/G/EP can be attributed to the hydrophobicity and barrier effects of G well dispersed in EP. Moreover, PA/EP protects the rusty carbon steel against corrosion better than the pure EP does, mainly due to the passivation capabilities of the PA molecules.</p>
<p>
<xref ref-type="fig" rid="F9">Figure&#x20;9</xref> presents the polarization curves of rusty carbon steel, EP, PA/EP, and PA/G/EP coated on rusty carbon steel immersed in 3.5&#xa0;wt% NaCl solution after 240&#xa0;h at room temperature (&#x223c;25&#xb0;C). The corrosion parameters calculated from the Tafel regions are listed in <xref ref-type="table" rid="T2">Table&#x20;2</xref> (<xref ref-type="bibr" rid="B24">Zhao et&#x20;al., 2014</xref>). The corrosion current densities (<italic>i</italic>
<sub>corr</sub>) calculated from Tafel regions of rusty carbon steel, EP, PA/EP, and PA/G/EP were 13.2, 0.813, 0.195, and 0.031&#xa0;&#x3bc;A cm<sup>&#x2212;2</sup>, respectively. Compared to the bare rusty carbon steel, when the EP, PA/EP, and PA/G/EP were coated on rusty carbon steel, both of the absolute values of <italic>&#x3b2;</italic>
<sub>a</sub> and <italic>&#x3b2;</italic>
<sub>c</sub> increased, suggesting that the anodic oxidation and cathodic reduction reaction of rusty carbon steel were inhibited. It is important to note that the PA/G/EP exhibited more positive potential (&#x2212;0.624&#xa0;V) as compared to the rusty carbon steel (&#x2212;0.778&#xa0;V), and the <italic>i</italic>
<sub>corr</sub> value of PA/G/EP (0.031&#xa0;&#x3bc;A cm<sup>&#x2212;2</sup>) was almost two orders of magnitude less than that of the rusty carbon steel (3.2&#xa0;&#x3bc;A cm<sup>&#x2212;2</sup>). The remarkably improved anticorrosion performance of PA/G/EP can be attributed to the synergistic effect of passivation performance of PA and physical barrier properties of G in the EP coatings<bold>.</bold>
</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>The polarization curves of rusty carbon steel <bold>(A)</bold>, EP <bold>(B)</bold>, PA/EP <bold>(C)</bold>, and PA/G/EP <bold>(D)</bold> immersed in 3.5&#xa0;wt% NaCl solution after 240&#xa0;h.</p>
</caption>
<graphic xlink:href="fmats-08-767776-g009.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Corrosion parameters of rusty carbon steel, EP, PA/EP, and PA/G/EP immersed in 3.5&#xa0;wt% NaCl solution after 240&#xa0;h.</p>
</caption>
<table>
<thead>
<tr>
<td rowspan="2" align="left"/>
<td align="center">
<italic>E</italic>
<sub>corr</sub>
</td>
<td align="center">
<italic>i</italic>
<sub>corr</sub>
</td>
<td rowspan="2" align="center">
<italic>&#x3b2;</italic>
<sub>a</sub> mVdec<sup>&#x2212;1</sup>
</td>
<td rowspan="2" align="center">&#x2212;<italic>&#x3b2;</italic>
<sub>c</sub> mVdec<sup>&#x2212;1</sup>
</td>
</tr>
<tr>
<td align="center">V, vs.SCE</td>
<td align="center">&#x3bc;A cm<sup>&#x2212;2</sup>
</td>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Rusty carbon steel</td>
<td align="char" char=".">&#x2212;0.778</td>
<td align="char" char=".">13.2</td>
<td align="char" char=".">73.9</td>
<td align="char" char=".">61.8</td>
</tr>
<tr>
<td align="left">EP</td>
<td align="char" char=".">&#x2212;0.705</td>
<td align="char" char=".">0.813</td>
<td align="char" char=".">121.7</td>
<td align="char" char=".">105.2</td>
</tr>
<tr>
<td align="left">PA/EP</td>
<td align="char" char=".">&#x2212;0.685</td>
<td align="char" char=".">0.195</td>
<td align="char" char=".">270.8</td>
<td align="char" char=".">220.7</td>
</tr>
<tr>
<td align="left">PA/G/EP</td>
<td align="char" char=".">&#x2212;0.624</td>
<td align="char" char=".">0.031</td>
<td align="char" char=".">285.2</td>
<td colspan="2" align="char" char=".">221.1</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3">
<title>Salt Spray Tests</title>
<p>
<xref ref-type="fig" rid="F10">Figure&#x20;10</xref> shows photographs of PA/G/EP after different exposure times (0, 24, 120, and 240&#xa0;h) in neutral salt spray chamber. To accelerate the damage of salt spray to the paint film, a single-edged knife was used to cut &#x201c;&#xd7;&#x201d; on the surface of the coating. PA/G/EP compactly absorbed on the metal substrate and little corrosion was observed after 24&#xa0;h (<xref ref-type="fig" rid="F10">Figure&#x20;10B</xref>). It could be seen that some white sodium chloride deposited on the surface of the PA/G/EP film, and a few yellow rusty spots were observed near the scratches after 120&#xa0;h (<xref ref-type="fig" rid="F10">Figure&#x20;10C</xref>). After the PA/G/EP was kept in the salt spray chamber for 240&#xa0;h (<xref ref-type="fig" rid="F10">Figure&#x20;10D</xref>), yellow rust on the scratches increased; however, the PA/G/EP was intact without obvious corrosion or foaming phenomenon in the blank area. This phenomenon can be explained in that, on the one hand, G can improve the compactness of the PA/G/EP, making it difficult for the corrosion media (mainly including chloride ions and water molecules) to penetrate into the coating. On the other hand, the PA/G/EP has a good self-healing ability, the PA in the coating has a good rust conversion effect of the coating, and PA can inhibit metal corrosion even at the scratches of PA/G/EP. The salt spray test results indicated the good anticorrosion performance of PA/G/EP coating.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Photographs of PA/G/EP coating immersed in salt spray chamber after different times. <bold>(A)</bold>: 0&#xa0;h; <bold>(B)</bold>: 24&#xa0;h; <bold>(C)</bold>: 120&#xa0;h; <bold>(D)</bold>: 240&#xa0;h.</p>
</caption>
<graphic xlink:href="fmats-08-767776-g010.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>
<list list-type="simple">
<list-item>
<p>1) A graphene modified epoxy surface tolerant coating was prepared by adding G and PA in epoxy coating. Most of the rust was dissolved and transformed with the reaction of PA and rusty carbon steel. The well-dispersed G could inhibit the thermal shrinkage and improve the compactness of&#x20;EP.</p>
</list-item>
<list-item>
<p>2) The &#x7c;Z&#x7c;<sub>0.01Hz</sub> of the PA/G/EP-coated rusty carbon electrode was 5.9&#xa0;&#xd7;&#xa0;10<sup>8</sup>&#xa0;&#x3a9;&#xa0;cm<sup>2</sup> after 240-h immersion, which was far larger than that of pure EP (2.1&#xa0;&#xd7;&#xa0;10<sup>5</sup>&#xa0;&#x3a9;&#xa0;cm<sup>2</sup>) and PA/EP (7.3&#xa0;&#xd7;&#xa0;10<sup>6</sup>&#xa0;&#x3a9;&#xa0;cm<sup>2</sup>) coated rusty carbon electrodes after 240-h immersion.</p>
</list-item>
<list-item>
<p>3) When the PA/G/EP was coated on rusty carbon steel, both of the anodic oxidation and cathodic reduction reaction of rusty carbon steel were inhibited in 3.5&#xa0;wt% NaCl solution. The salt spray test results indicated the good anticorrosion performance of PA/G/EP coating.</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material; further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>Conceptualization, XG; methodology, HX; formal analysis, XG and JY; data curation, XG and JP; writing-original draft preparation, XG and SL; writing-review and editing, XG, CY, and SL; supervision, CY and SL; funding acquisition, JP. All authors have read and agreed to the published version of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>The authors gratefully appreciate the financial support provided by National Science and Technology Major Project (2017-VII-0012-0107) and Zhejiang Key Research and Development Program (2019C03093).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>Author JY is employed by Hubei Huaqiang Technology Co., Ltd.</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>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arukalam</surname>
<given-names>I. O.</given-names>
</name>
<name>
<surname>Oguzie</surname>
<given-names>E. E.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Nanostructured Superhydrophobic Polysiloxane Coating for High Barrier and Anticorrosion Applications in marine Environment</article-title>. <source>J.&#x20;Colloid Interf. Sci.</source> <volume>512</volume>, <fpage>674</fpage>&#x2013;<lpage>685</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcis.2017.10.089</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bai</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Meng</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>The Influence of Graphene on the Cathodic protection Performance of Zinc-Rich Epoxy Coatings</article-title>. <source>Prog. Org. Coat.</source> <volume>161</volume>, <fpage>106456</fpage>. <pub-id pub-id-type="doi">10.1016/j.porgcoat.2021.106456</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>E.-H.</given-names>
</name>
<name>
<surname>Liang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Yi</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Corrosion Resistance of Tannic Acid, D-Limonene and Nano-ZrO2 Modified Epoxy Coatings in Acid Corrosion Environments</article-title>. <source>J.&#x20;Mater. Sci. Tech.</source> <volume>65</volume>, <fpage>137</fpage>&#x2013;<lpage>150</lpage>. <pub-id pub-id-type="doi">10.1016/j.jmst.2020.03.081</pub-id> </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cui</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ren</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Pu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Poly(o-phenylenediamine) Modified Graphene toward the Reinforcement in Corrosion protection of Epoxy Coatings</article-title>. <source>Corrosion Sci.</source> <volume>159</volume>, <fpage>108131</fpage>. <pub-id pub-id-type="doi">10.1016/j.corsci.2019.108131</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cui</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ren</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Xue</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Polydopamine Coated Graphene Oxide for Anticorrosive Reinforcement of Water-Borne Epoxy Coating</article-title>. <source>Chem. Eng. J.</source> <volume>335</volume>, <fpage>255</fpage>&#x2013;<lpage>266</lpage>. <pub-id pub-id-type="doi">10.1016/j.cej.2017.10.172</pub-id> </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>D&#xed;az</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Figueroa</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>N&#xf3;voa</surname>
<given-names>X. R.</given-names>
</name>
<name>
<surname>P&#xe9;rez</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Pintos</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>The Corrosion protection Afforded by a Commercial Rust Converter Doped with Graphene Oxide</article-title>. <source>Electrochimica Acta</source> <volume>342</volume>, <fpage>136096</fpage>. <pub-id pub-id-type="doi">10.1016/j.electacta.2020.136096</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Feng</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Yuan</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Corrosion protection Mechanism of Aluminum Triphosphate Modified by Organic Acids as a Rust Converter</article-title>. <source>Prog. Org. Coat.</source> <volume>140</volume>, <fpage>105508</fpage>. <pub-id pub-id-type="doi">10.1016/j.porgcoat.2019.105508</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Facile Preparation of Water-Dispersible Graphene Sheets Stabilized by Carboxylated Oligoanilines and Their Anticorrosion Coatings</article-title>. <source>ACS Appl. Mater. Inter.</source> <volume>7</volume>, <fpage>17641</fpage>&#x2013;<lpage>17648</lpage>. <pub-id pub-id-type="doi">10.1021/acsami.5b05531</pub-id> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Phosphate Conversion Coatings on 35CrMnSi Steels Subjected to Different Heat Treatments</article-title>. <source>Electrochemistry Commun.</source> <volume>110</volume>, <fpage>106636</fpage>. <pub-id pub-id-type="doi">10.1016/j.elecom.2019.106636</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lei</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Xiao</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Cai</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Luan</surname>
<given-names>Z.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>An Integrated Epoxy Rust Conversion Coating: Its Anticorrosion Properties and Rust Conversion Mechanism</article-title>. <source>J.&#x20;Alloys Comp.</source> <volume>853</volume>, <fpage>157005</fpage>. <pub-id pub-id-type="doi">10.1016/j.jallcom.2020.157005</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liao</surname>
<given-names>K.-W.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>Y.-T.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Detection of Rust Defects on Steel Bridge Coatings <italic>via</italic> Digital Image Recognition</article-title>. <source>Automation in Construction</source> <volume>71</volume>, <fpage>294</fpage>&#x2013;<lpage>306</lpage>. <pub-id pub-id-type="doi">10.1016/j.autcon.2016.08.008</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gu</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Corrosion Resistance of Graphene-Reinforced Waterborne Epoxy Coatings</article-title>. <source>J.&#x20;Mater. Sci. Tech.</source> <volume>32</volume>, <fpage>425</fpage>&#x2013;<lpage>431</lpage>. <pub-id pub-id-type="doi">10.1016/j.jmst.2015.12.017</pub-id> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Fang</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Johnson</surname>
<given-names>D. M.</given-names>
</name>
<etal/>
</person-group> (<year>2013b</year>). <article-title>Degradation of Organic Pollutants by a Co3O4-Graphite Composite Electrode in an electro-Fenton-like System</article-title>. <source>Chin. Sci. Bull.</source> <volume>58</volume> (<issue>19</issue>), <fpage>2340</fpage>&#x2013;<lpage>2346</lpage>. <pub-id pub-id-type="doi">10.1007/s11434-013-5784-4</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Effects of pH and Cl&#x2212; Concentration on Corrosion Behavior of the Galvanized Steel in Simulated Rust Layer Solution</article-title>. <source>Corrosion Sci.</source> <volume>65</volume>, <fpage>520</fpage>&#x2013;<lpage>527</lpage>. <pub-id pub-id-type="doi">10.1016/j.corsci.2012.08.056</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>X.-R.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>H.-Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>R.-P.</given-names>
</name>
<name>
<surname>Fang</surname>
<given-names>Y.-F.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Y.-P.</given-names>
</name>
</person-group> (<year>2013a</year>). <article-title>The Degradation of Tetracycline in a Photo-Electro-Fenton System</article-title>. <source>Chem. Eng. J.</source> <volume>231</volume>, <fpage>441</fpage>&#x2013;<lpage>448</lpage>. <pub-id pub-id-type="doi">10.1016/j.cej.2013.07.057</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marano</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Briatico-Vangosa</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Marini</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Pilati</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Toselli</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Effects of Coating Composition and Surface Pre-treatment on the Adhesion of Organic-Inorganic Hybrid Coatings to Low Density Polyethylene (LDPE) Films</article-title>. <source>Eur. Polym. J.</source> <volume>45</volume> (<issue>3</issue>), <fpage>870</fpage>&#x2013;<lpage>878</lpage>. <pub-id pub-id-type="doi">10.1016/j.eurpolymj.2008.11.028</pub-id> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Cui</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Z.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>A Comprehensive Review of Anticorrosive Graphene-Composite Coatings</article-title>. <source>Prog. Org. Coat.</source> <volume>157</volume>, <fpage>106321</fpage>. <pub-id pub-id-type="doi">10.1016/j.porgcoat.2021.106321</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Oliveira</surname>
<given-names>J.&#x20;L.</given-names>
</name>
<name>
<surname>Skilbred</surname>
<given-names>A. W. B.</given-names>
</name>
<name>
<surname>Loken</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Henriques</surname>
<given-names>R. R.</given-names>
</name>
<name>
<surname>Soares</surname>
<given-names>B. G.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Effect of Accelerated Ageing Procedures and Flash Rust Inhibitors on the Anti-corrosive Performance of Epoxy Coatings: EIS and Dynamic-Mechanical Analysis</article-title>. <source>Prog. Org. Coat.</source> <volume>159</volume>, <fpage>106387</fpage>. <pub-id pub-id-type="doi">10.1016/j.porgcoat.2021.106387</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pan</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Behnamian</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wu</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Qin</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Xia</surname>
<given-names>D.-H.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Monododecyl Phosphate Film on LY12 Aluminum alloy: pH-Controlled Self-Assembly and Corrosion Resistance</article-title>. <source>J.&#x20;Electrochem. Soc.</source> <volume>167</volume>, <fpage>161510</fpage>. <pub-id pub-id-type="doi">10.1149/1945-7111/abd3bb</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Ji</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Hao</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Hao</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Self-Healing Coatings Containing Core-Shell Nanofibers with pH-Responsive Performance</article-title>. <source>ACS Appl. Mater. Inter.</source> <volume>13</volume> (<issue>2</issue>), <fpage>3139</fpage>&#x2013;<lpage>3152</lpage>. <pub-id pub-id-type="doi">10.1021/acsami.0c18933</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xia</surname>
<given-names>D.-H.</given-names>
</name>
<name>
<surname>Pan</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Qin</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Fan</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Jin</surname>
<given-names>W.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Covalent Surface Modification of LY12 Aluminum alloy Surface by Self-Assembly Dodecyl Phosphate Film towards Corrosion protection</article-title>. <source>Prog. Org. Coat.</source> <volume>143</volume>, <fpage>105638</fpage>. <pub-id pub-id-type="doi">10.1016/j.porgcoat.2020.105638</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Lu</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Pu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Tian</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Mao</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2021</year>). <article-title>Anticorrosive Properties and Rust Conversion Mechanism of Phytic Acid&#x2010;based Surface Tolerant Coating</article-title>. <source>Asia&#x2010;pac J.&#x20;Chem. Eng.</source> <volume>16</volume>, <fpage>2584</fpage>. <pub-id pub-id-type="doi">10.1002/apj.2584</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ye</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zou</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Ye</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Zhao</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Corrosion Protective Mechanism of Smart Graphene-Based Self-Healing Coating on Carbon Steel</article-title>. <source>Corrosion Sci.</source> <volume>174</volume>, <fpage>108825</fpage>. <pub-id pub-id-type="doi">10.1016/j.corsci.2020.108825</pub-id> </citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Hou</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Surface Modification of ZrO2 Nanoparticles with Styrene Coupling Agent and its Effect on the Corrosion Behaviour of Epoxy Coating</article-title>. <source>Chin. J.&#x20;Ocean. Limnol.</source> <volume>32</volume> (<issue>5</issue>), <fpage>1163</fpage>&#x2013;<lpage>1171</lpage>. <pub-id pub-id-type="doi">10.1007/s00343-014-3327-8</pub-id> </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Epoxy Coating with <italic>In-Situ</italic> Synthesis of Polypyrrole Functionalized Graphene Oxide for Enhanced Anticorrosive Performance</article-title>. <source>Prog. Org. Coat.</source> <volume>140</volume>, <fpage>105488</fpage>. <pub-id pub-id-type="doi">10.1016/j.porgcoat.2019.105488</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>