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<article article-type="discussion" 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. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">913360</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2022.913360</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Opinion</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Synergistic Mechanisms Between Nanoparticles and Surfactants: Insight Into NP&#x2013;Surfactant Interactions</article-title>
<alt-title alt-title-type="left-running-head">Xu et al.</alt-title>
<alt-title alt-title-type="right-running-head">NP-Surfactant Synergistic Mechanisms</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Fangzhou</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1755236/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhong</surname>
<given-names>Xun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1387625/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Zhiqi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cao</surname>
<given-names>Wenxing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Yu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Mingqian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Petroleum Engineering</institution>, <institution>Yangtze University</institution>, <addr-line>Wuhan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Drilling and Production Engineering for Oil and Gas</institution>, <addr-line>Wuhan</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/1209032/overview">Fuyong Wang</ext-link>, China University of Petroleum, 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/1758464/overview">Minglu Shao</ext-link>, Changzhou University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1766715/overview">Ying Sun</ext-link>, Suzhou Institute of Nano-tech and Nano-bionics (CAS), China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xun Zhong, <email>814422578@qq.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Advanced Clean Fuel Technologies, a section of the journal Frontiers in Energy Research</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>913360</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>04</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>04</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Xu, Zhong, Li, Cao, Yang and Liu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Xu, Zhong, Li, Cao, 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 terms.</p>
</license>
</permissions>
<kwd-group>
<kwd>synergistic</kwd>
<kwd>mechanisms</kwd>
<kwd>nanoparticles</kwd>
<kwd>surfactant</kwd>
<kwd>interactions</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Enhanced oil recovery (EOR) technologies are attracting substantial attention worldwide in the last few decades due to the growing gap between energy supply and social demands, as well as the noticeable production decline from the existing reservoirs and the difficulties in discovering new economic reverses (<xref ref-type="bibr" rid="B2">Almahfood and Bai, 2018</xref>; <xref ref-type="bibr" rid="B14">Panchal et al., 2021</xref>; <xref ref-type="bibr" rid="B23">Wang et al., 2022</xref>). Taking the Shengli Oilfield in China as an example, a 1% increase in oil recovery means additional 46 million tons of crude oil can be recovered, which is equivalent to the 2-year output of this oilfield.</p>
<p>A surfactant that possesses multiple EOR mechanisms has attracted a great deal of attention. However, its large-scale applications are generally limited by the high cost (i.e., zwitterionic and Gemini surfactants), the considerable adsorption loss (i.e., cationic surfactants on sandstone and ionic surfactants on carbonates), and the possible formation damage especially at harsh reservoir conditions (i.e., nonionic surfactants at temperatures above their cloud point) (<xref ref-type="bibr" rid="B31">Zhong et al., 2019a</xref>; <xref ref-type="bibr" rid="B13">Pal et al., 2019</xref>). Nanoparticles (NPs) are small particles (1&#x2013;100&#xa0;nm) with high surface energy and are free to enter the tiny pores and channels that might be blocked by macromolecules or other materials. Moreover, their surface properties can be facilely tailored (i.e., hydrophilic or hydrophobic, positively charged or negatively charged) to meet the requirements of different situations. The emergence of nanotechnology has provided some new explications to address some of these head-scratching problems confronted with surfactant applications and thus realize the goal of maintaining sustainable hydrocarbon recovery (<xref ref-type="bibr" rid="B28">Zhong et al., 2021</xref>; <xref ref-type="bibr" rid="B4">Chen et al., 2022</xref>). Surfactant and NP combinations are widely applied in tight/low-permeability and heavy oil reservoir exploitation, profile control operations, and so on. Integrating surfactant with NPs can induce further interfacial tension (IFT) or oil viscosity reduction, better alter the rock wettability, thicken the displacing fluid, and stabilize the foams or emulsions. Though many satisfying results were obtained, the synergistic mechanisms between NPs and surfactants remain obscure. This study highlights the interactions between NPs and surfactants to clarify the underlying synergistic mechanisms, which may shed light on chemical screening and the manipulation of novel surfactant&#x2013;NP formulas with greater EOR potential.</p>
</sec>
<sec id="s2">
<title>Synergistic Mechanisms</title>
<sec id="s2-1">
<title>IFT Reduction</title>
<p>Sufficient adsorption and accumulation of surface-active agents at the liquid&#x2013;liquid interface are required to induce a drastic reduction in IFT. The reduction of excess free energy (G &#x3d; &#x3b3;. A, where &#x3b3; is oil/water IFT and A is the oil/water interfacial contact area) is the driving force for surfactants and NPs to stay at the interface. Surfactants can lower the IFT, while NPs can reduce the contact area (<xref ref-type="bibr" rid="B20">Vu and Papavassiliou, 2018</xref>). Normally, lower Gibbs free energy of adsorption and lower activation energy of adsorption lead to higher adsorption of active chemicals.</p>
<sec id="s2-1-1">
<title>Repulsion-Assist-Diffusion Mechanism</title>
<p>The repulsive Coulomb interactions between surfactants and NPs with a similar charge will promote surfactant diffusion to the liquid&#x2013;liquid interface. Generally, the higher the surfactant density at the water/oil interface, the lower the IFT. When 1,000&#xa0;mg/L of negatively charged SiO<sub>2</sub> NPs was introduced into an anionic surfactant SDS solution, the kerosene/DI water IFT was reduced by another 30% on the basis of pure SDS (1,500&#xa0;mg/L) (<xref ref-type="bibr" rid="B25">Zargartalebi et al., 2014</xref>). This mechanism also works for the nonionic surfactant dodecyl dimethyl phosphine oxide (C<sub>12</sub>DMPO, <inline-graphic xlink:href="fenrg-10-913360-fx1.tif"/>)/silica mixture because of the fractional negative charge of the oxygen atom. When 2.5&#xa0;wt% SiO<sub>2</sub> NPs were added into an 8.5 &#xd7; 10<sup>&#x2212;6</sup>&#xa0;M C<sub>12</sub>DMPO solution, a further &#x223c;5&#xa0;mN/m reduction in heptane/water IFT was reported (<xref ref-type="bibr" rid="B19">Vatanparast et al., 2019</xref>). In these cases, the concentration value derived from equilibrium IFT is denoted as equivalent concentration (EC), which increases with increasing NP concentration and decreasing NP size (with higher surface charge density).</p>
</sec>
<sec id="s2-1-2">
<title>Interfacial Concentrate Mechanism</title>
<p>NPs can concentrate surfactants on the interface and effectively reduce the interfacial area available to the surfactants. There are two action modes. 1) For NPs with no interfacial activity that originally stayed in the water or oil phase, surfactant molecules can adsorb on NPs through electrostatic attraction or hydrophobic interactions. NPs with modified hydrophilic-lipophilic balance can thereafter migrate to the interface. The competitive adsorption between the liquid and the NPs makes surfactant molecules partially desorb from NPs and redistribute on the interface to reduce the IFT. If the NPs can stay at the interface, the reduction in the interfacial area will promote IFT reduction. Otherwise, the impacts of NPs can be dismissed (<xref ref-type="bibr" rid="B20">Vu and Papavassiliou, 2018</xref>). Similar results were reported by <xref ref-type="bibr" rid="B6">Moghadam and Azizian (2014)</xref> and <xref ref-type="bibr" rid="B19">Vatanparast et al. (2019)</xref>. In this case, NPs are good candidates as surfactant carriers, but the surfactant/NP concentration ratio should be carefully tailored. NP aggregation or precipitation may cause adverse impacts (<xref ref-type="bibr" rid="B16">Ravera et al., 2006</xref>). 2) For original NPs with interfacial activity (such as Janus NPs) that can stably stay at the interface, though there are negligible interactions between NPs and surfactants, this mechanism still works. According to <xref ref-type="bibr" rid="B21">Vu and Papavassiliou (2019)</xref>, Janus NP alone barely had any impacts on heptadecane/water IFT, and surfactant SDS alone with an interfacial concentration of 0.91&#xa0;molecule/nm<sup>2</sup> could reduce the IFT by &#x223c;25%. When Janus NPs covered 37.5% of the interface, the local SDS concentration would increase from 0.65&#x2013;0.95 to 1.8&#x2013;2.4&#xa0;molecule/nm<sup>2</sup>, leading to a reduction of &#x223c;75%. In this scenario, NPs that could occupy a larger interfacial area or preferentially be positioned in the middle of the interface are better choices when low IFTs are required at relatively low surfactant concentrations.</p>
</sec>
<sec id="s2-1-3">
<title>Solubility Reduction Mechanism</title>
<p>The interactions between surfactants and NPs can reduce surfactants&#x2019; solubility in the water or oil phase and, thereafter, facilitate their migration to the interface. For instance, driven by electrostatic attraction, oil-soluble cationic surfactant dodecylamine (DDA) could adsorb on negatively charged hydrophilic kaolinite NP surfaces. Therefore, its partition in the water phase and its adsorption at the oil&#x2013;water interface would increase. According to <xref ref-type="bibr" rid="B22">Wang et al. (2004)</xref>, 1&#xa0;mM DDA alone could decrease the hexadecane/water IFT by around 10&#xa0;mN/m from the original 49&#xa0;mN/m. Introducing 2.0&#xa0;wt% kaolinite into the system could induce another 10&#xa0;mN/m reduction. While for palmitic acid (PA, oil-soluble-)&#x2013;kaolinite system, the repulsion between particle and surfactant would hinder surfactant migration toward the interface and result in an IFT increase.</p>
</sec>
<sec id="s2-1-4">
<title>Adsorption Reduction Mechanism</title>
<p>In real cases, surfactant adsorption loss is a worrying problem that increases the cost. Meanwhile, due to reduced effective concentration, a low IFT can hardly be ensured in middle and deep reservoirs. NPs can effectively reduce surfactant adsorption loss by forming NP shielding (<xref ref-type="bibr" rid="B3">Alonso et al., 2009</xref>; <xref ref-type="bibr" rid="B30">Zhong et al., 2019b</xref>), increasing the repulsion between surfactant and rocks (<xref ref-type="bibr" rid="B26">Zargartalebi et al., 2015</xref>), providing more fierce collision, and friction effect between NPs and sands (<xref ref-type="bibr" rid="B24">Wu et al., 2017</xref>), among others. Therefore, the validity of the surfactant in the presence of NPs can be longer.</p>
</sec>
</sec>
<sec id="s2-2">
<title>Wettability Alteration</title>
<p>Surfactant makes rock less oil-wet through ion-pair or adsorption mechanism, while by adsorbing or exerting structural disjoining force, NP addition enhances the likelihood that a more water-wet condition will arise.</p>
<sec id="s2-2-1">
<title>Co-Adsorption Mechanism</title>
<p>Surfactant adsorption on NP surfaces through electrostatic attraction or hydrogen bonding can accelerate the co-adsorption of surfactant and NPs by inducing NP aggregation or deposition. Both the formation of nanostructures and the change in surface free energy are conducive to a more noticeable wettability change (<xref ref-type="bibr" rid="B9">Karimi et al., 2012</xref>; <xref ref-type="bibr" rid="B18">Songolzadeh and Moghadasi., 2017</xref>). In this case, higher salinity and temperature are preferred (<xref ref-type="bibr" rid="B1">Al-Anssari et al., 2018</xref>). However, the possible formation damage should be considered, and a suitable NP concentration should be selected.</p>
</sec>
<sec id="s2-2-2">
<title>Dispersity Increase Mechanism</title>
<p>NPs in an aqueous dispersion tend to self-assemble to form a wedge-like structure at the discontinuous phase. Under the drive of Brownian motion or electrostatic repulsion, dispersed NPs push the confined NPs forward and impart a huge force called disjoining pressure (<xref ref-type="bibr" rid="B5">Chengara et al., 2004</xref>). Generally, higher disjoining pressure corresponds to a more obvious wettability change. Either increasing NP concentration and stability or decreasing NP size and solution salinity can raise the disjoining pressure (<xref ref-type="bibr" rid="B8">Hendraningrat et al., 2013</xref>). The addition of surfactant into NP dispersion can increase NP dispersity and stability in the aqueous phase through hydrophobic interaction or imposing supercharging effect. By generating a more favorable wet&#x2013;wet condition, a higher recovery can be obtained (<xref ref-type="bibr" rid="B27">Zhao et al., 2018</xref>; <xref ref-type="bibr" rid="B29">Zhong et al., 2020</xref>).</p>
</sec>
</sec>
<sec id="s2-3">
<title>Foam/Emulsion Stabilization</title>
<p>Surfactants are traditional foam and emulsion stabilizers. Using surfactants and NPs together can construct three-phase foam and Pickering emulsions with higher stability. To generate the synergisms, NPs that are capable to stably adsorb on the air/water or oil/water interface is a precondition. Using surfactant with NPs can <italic>in situ</italic> modify the hydrophilicity-lipophilicity balance and surface charge of NPs to stabilize the foams and the emulsions better.</p>
<sec id="s2-3-1">
<title>Emulsion Stabilization</title>
<p>De-emulsion occurs in two successive steps: coagulation and coalescence. Adsorbed charged NPs can increase the electrostatic or steric repulsion between oil droplets and control coagulation. However, NPs can form an obstacle to restrict the coalescence by forming a rigid coating around the liquid droplets to prevent coalescence. Meanwhile, using surfactant and NPs together can also thicken the continuous phase by forming network structures (<xref ref-type="bibr" rid="B7">Ortiz et al., 2020</xref>). It is also worth noting that for Pickering emulsion preparation, a reduction in IFT is not an essential precondition. A lower IFT can reduce the required external energy input. To stabilize the emulsions, NPs should be able to go and stay at the oil/water interface. According to <xref ref-type="bibr" rid="B10">Lian et al. (2020)</xref>, for mono-layer NP stabilized emulsions, NPs with contact angles of 15&#xb0;&#x2013;90&#xb0; and 90&#xb0;&#x2013;165&#xb0; should be selected for O/W and W/O emulsion, respectively. While for multiple-layer NP stabilized emulsions, the ranges are 15&#xb0;&#x2013;129.3&#xb0; and 50.7&#xb0;&#x2013;165&#xb0;. The adsorption of surfactants on NPs can <italic>in situ</italic> change NP wettability and favor their migration to the interface.</p>
</sec>
<sec id="s2-3-2">
<title>Foam Stabilization</title>
<p>NPs have higher adhesion energy compared to surfactants. By accumulating at the interfaces, minimizing the contact area between air and water, increasing the film strength and lamella elasticity, and decreasing the gas diffusion, NPs are good foam stabilizers. However, the impacts of NP hydrophilicity, size, and surface charge are significant. NPs should be sufficiently hydrophilic to disperse in the aqueous phase and also sufficiently lipophilic to stay stably at the interface (<xref ref-type="bibr" rid="B12">Majeed et al., 2021</xref>). Properly taking full advantage of surfactant&#x2013;NP interactions can partially alleviate this contradiction.</p>
</sec>
</sec>
</sec>
<sec id="s3">
<title>Surfactant Adsorption on NPs</title>
<p>The synergisms between NPs and surfactants highly rely on surfactant&#x2013;NP interactions, and surfactant adsorption on NP surfaces is an important embodiment. The driving forces that push surfactant to adsorb on NPs are electrostatic attraction (<xref ref-type="fig" rid="F1">Figure 1A</xref>, <xref ref-type="bibr" rid="B15">Peng et al., 2017</xref>), hydrogen bonding (<xref ref-type="fig" rid="F1">Figure 1B</xref>, <xref ref-type="bibr" rid="B30">Zhong et al., 2019b</xref>), hydrophobic interactions (<xref ref-type="fig" rid="F1">Figure 1C</xref>, <xref ref-type="bibr" rid="B20">Vu and Papavassiliou, 2018</xref>), and so on.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Surfactant adsorption on NPs through different interactions.</p>
</caption>
<graphic xlink:href="fenrg-10-913360-g001.tif"/>
</fig>
<p>Electrostatic attraction dominates in systems when the surfactant and NP possess the opposite charge, for example, cationic surfactant CTAB/hydrophilic SiO<sub>2</sub> system (<xref ref-type="bibr" rid="B18">Songolzadeh and Moghadasi., 2017</xref>) and zwitterionic carboxyl betaine/hydrophilic SiO<sub>2</sub> system. <xref ref-type="bibr" rid="B11">Liu et al. (2017)</xref> reported that the saturated adsorption density of C<sub>12</sub>B on silica was 8.5 &#xd7; 10<sup>&#x2212;3</sup>&#xa0;mmol/m<sup>2</sup> at pH &#x3d; 6.1.</p>
<p>Hydrogen bonding is the main driving force that facilitates the adsorption of oligooxyethylene-based nonionic surfactants on hydrophilic NPs with hydroxyl groups on the surfaces and mainly adsorbs in the form of micellar structures. In this case, NP stability is relevant to the extent of micelles coverage. According to <xref ref-type="bibr" rid="B17">Sharma et al. (2010)</xref>, a maximum of 14 C<sub>12</sub>E<sub>9</sub> micelles could be adsorbed (on average) on each silica particle (diameter &#x3d; 15&#xa0;nm).</p>
<p>Hydrophobic interaction is the main driving force that promotes the adsorption of water-soluble surfactant on hydrophobic NPs. By forming nano-complex and exposing the hydrophilic head of surfactant molecules to the aqueous phase, the dispersity of hydrophobic NPs in water significantly increases. According to <xref ref-type="bibr" rid="B20">Vu and Papavassiliou (2018)</xref>, the maximum adsorption density of SDS and C<sub>12</sub>E<sub>8</sub> on hydrophobic nanotubes (length &#x3d; 20&#xa0;nm, diameter &#x3d; 4&#xa0;nm) was 2.62 and 2.43&#xa0;molecules/nm<sup>2</sup>, respectively. The loading of short- and straight-molecule surfactants is higher than long and branched ones.</p>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>Integrating NPs with a surfactant can produce many synergisms: 1) inducing further IFT reduction through the repulsion-assist-diffusion mechanism, interfacial concentrate mechanism, solubility reduction mechanism, and adsorption reduction mechanism; 2) better modifying rock wettability through the Co-adsorption mechanism or dispersity increase mechanism; and 3) increasing the stability of emulsions and foams by forming a rigid coating around the liquid droplets, thickening the continuous phase or increasing the lamella elasticity. However, all the synergisms are closely related to surfactant adsorption on NP surfaces, which can be affected by surfactant type and structure, NP size and surface charge, and solution conditions. In order to exert the synergisms adequately, NP hydrophilicity should be carefully tailored, and the adsorption behaviors of surfactants on NPs or at the interface and the other interactions between NPs and surfactants should be further studied.</p>
</sec>
</body>
<back>
<sec id="s5">
<title>Author Contributions</title>
<p>FX: investigation and writing&#x2014;original draft. XZ: conceptualization, supervision, funding acquisition, and writing&#x2014;review and editing. ZL, WC, YY, and ML: investigation and editing.</p>
</sec>
<sec id="s6">
<title>Funding</title>
<p>This work was supported by the Natural Science Foundation of China (NSFC) (Grant no. 52104019), the Scientific Research Development Fund of Yangtze University, and the Innovation and Entrepreneurship Training program for College Students of Yangtze University (Yz2020287).</p>
</sec>
<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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