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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Energy Res.</journal-id>
<journal-title>Frontiers in Energy Research</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Energy Res.</abbrev-journal-title>
<issn pub-type="epub">2296-598X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1060356</article-id>
<article-id pub-id-type="doi">10.3389/fenrg.2022.1060356</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Energy Research</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Features of nanoparticle composite-enhanced CO<sub>2</sub> foam-flooding systems for low-permeability reservoirs</article-title>
<alt-title alt-title-type="left-running-head">Liu 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/fenrg.2022.1060356">10.3389/fenrg.2022.1060356</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Yong</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" corresp="yes">
<name>
<surname>Zhao</surname>
<given-names>Fajun</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1117245/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Niu</surname>
<given-names>Ruixia</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cao</surname>
<given-names>Sheng</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>Liu</surname>
<given-names>Lei</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Song</surname>
<given-names>Yarui</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Exploration and Development Research Institute of Daqing Oilfield Co. Ltd.</institution>, <addr-line>Daqing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Heilongjiang Provincial Key Laboratory of Reservoir Physics &#x26; Fluid Mechanics in Porous Medium</institution>, <addr-line>Daqing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Key Laboratory of Enhanced Oil Recovery of Education Ministry</institution>, <institution>Northeast Petroleum University</institution>, <addr-line>Daqing</addr-line>, <addr-line>Heilongjiang</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/1026972/overview">Chungang Xu</ext-link>, Guangzhou Institute of Energy Conversion (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/2054969/overview">Yi-Song Yu</ext-link>, Guangzhou Institute of Energy Conversion (CAS), China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1332757/overview">Bai Jing</ext-link>, Zhengzhou University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Fajun Zhao, <email>fajzhao@126.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Carbon Capture, Utilization and Storage, a section of the journal Frontiers in Energy Research</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1060356</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Liu, Zhao, Niu, Cao, Liu and Song.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Liu, Zhao, Niu, Cao, Liu and Song</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>This study examined an enhanced foam-flooding system incorporating nanoparticles and polymers under geological conditions of a reservoir of the Shu 16 block in the Yushulin oilfield. The system is mainly comprised of an anionic foaming agent (CQS-1) and a nonionic surfactant (FH-1). We screened 17 foams by evaluating their foaming volumes and foam half-lives using a Waring-blender and dynamic foam analysis methods, and nanoparticles were selected after examining each foam&#x2019;s concentration, the ratio of the main agent to the auxiliary agent, and the dosage of the foam stabilizer. Then, we analyzed the selected system&#x2019;s microstructure and rheological properties, including the adaptability of the reservoir to its temperature resistance, salt tolerance, and adsorption resistance. As a result, this study supports the field application of CO<sub>2</sub> foam flooding.</p>
</abstract>
<kwd-group>
<kwd>foam</kwd>
<kwd>nanoparticles</kwd>
<kwd>low-permeability reservoir</kwd>
<kwd>foam stability</kwd>
<kwd>CO<sub>2</sub> foam-flooding surface active agent and detergents (ICSD 2010)</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Foam-flooding technologies and methods have become important for stabilizing and increasing production in China&#x2019;s oilfields (<xref ref-type="bibr" rid="B23">Zhang et al., 2015</xref>; <xref ref-type="bibr" rid="B20">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="B13">Liu et al., 2021</xref>), but the key to the widespread application of this technology is whether the foam can exhibit good stability in the reservoir. Specifically, 0.1% polyacrylamide (HPAM) was previously investigated, and although it increased the half-life of foam precipitation 2.7 times, its foaming capacity decreased. Additionally, it reduced the foaming capacity and was unconducive to actual production demand, while adding HPAM provided foam stability. Betaine was also found to increase the foam breakage half-life at 60&#xb0;C by more than 1.7 times (<xref ref-type="bibr" rid="B12">Liu et al., 2010</xref>). Therefore, surfactants (<xref ref-type="bibr" rid="B4">Basheva et al., 1999</xref>; <xref ref-type="bibr" rid="B6">Dhanuka et al., 2006</xref>) have been incorporated into CO<sub>2</sub> foams. Again, investigations revealed that while the apparent viscosity of SC&#x2013;CO<sub>2</sub> foams stabilized with surfactants and polymers was significantly higher (by several orders of magnitude) than that of a pure gaseous foam (<xref ref-type="bibr" rid="B5">Da et al., 2018</xref>), the strength or solubility of surfactants started to degrade under high temperatures and salinity and resulted in poor foam stability.</p>
<p>Conversely, since nanoparticles (NPs) make foam flooding more efficient (<xref ref-type="bibr" rid="B21">Yousef et al., 2017</xref>), they have been identified as the most effective agent to stabilize CO<sub>2</sub> foams because of their high chemical stability at high temperatures and salinity (<xref ref-type="bibr" rid="B2">Alzobaidi et al., 2017</xref>). For example, compared with conventional methods, extraction effects significantly improved after adding nano SiO<sub>2</sub> particles under severe formation conditions (<xref ref-type="bibr" rid="B7">Ding et al., 2019</xref>), but different formation conditions had different requirements for each foam-flooding system. Specifically, in low-permeability reservoirs, fractures usually develop to varying degrees as in well-developed cases, where the CO<sub>2</sub> preferentially flows along the most dominant fractures/channels and forms &#x201c;bypassed&#x201d; regions (<xref ref-type="bibr" rid="B7">Ding et al., 2019</xref>). Hence, since the bypassed oil in these regions was not efficiently retrieved because there were no direct physical displacements, the dominant mechanisms responsible for recovering such oils were the interactions with the CO<sub>2</sub>-crude oil systems (usually based on extraction, gas dissolution, etc.) (<xref ref-type="bibr" rid="B10">Jin et al., 2017a</xref>,<xref ref-type="bibr" rid="B11">b</xref>). Hence, foaming agents must be selected for each case by evaluating all factors, such as the chemical stability under reservoir conditions, environmental concerns because of potential toxicity, economic aspects governed by the price, the volume of the foaming agent needed, and the foaming agent ability to generate a sufficiently strong and stable foam. Therefore, researchers have been investigating chemically modified CO<sub>2</sub> systems to select the system that best improves the performance of CO<sub>2</sub> when it is used for low-permeability oils since the gas channeling problem is inevitable for less fractured reservoirs.</p>
<p>As part of these ongoing studies to address the problem of gas channeling, this study investigated a suitable foam system in Yushulin using a Waring-blender and dynamic foam analysis (DFA) methods, after which the temperature resistance, salt resistance, adsorption resistance, rheological property, and microstructure were evaluated and characterized.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methodology</title>
<sec id="s2-1">
<title>2.1 Materials</title>
<p>The anionic foaming agents used in this study were CQS-1 and SDS (analytical grade, Aladdin reagent), while the anionic&#x2013;nonionic foaming agents were CST-1, CST-2, and CCT-1 (analytical grade, Aladdin reagent). In contrast, MOA-7 (primary alcohol ethoxylate, analytical grade, Aladdin reagent), NP-7 (alkylphenol ethoxylates, analytical grade, Aladdin reagent), Triton X-100 (analytical grade, Aladdin reagent), Triton OS (analytical grade, Aladdin reagent), Triton LAO-30 (amine oxide, analytical grade, Aladdin reagent), Triton NP-7 (analytical grade, Aladdin reagent), and Triton CAD-40 (analytical grade, Aladdin reagent) were used as the nonionic foaming agents. In addition, we used the cationic foaming agent DTAC (dodecyl trimethyl ammonium chloride, analytical grade, Aladdin reagent), Zwitterionic foaming agents LH-1 (betaine type, analytical grade, Aladdin reagent), CAB-35 (industrial products, Shandong Yousuo Chemical), LH-2 (betaine type, analytical grade, Aladdin reagent), and FH-1 (betaine type, analytical grade, Aladdin reagent), and foam stabilizers DQL (industrial product, Daqing Refinery, and the Chemical Company), NS-2 (7&#x2013;40nm, Aladdin reagent), TEA-18 (analytical grade, Wuxi Yatai), TEA-20 and TEA-22 (analytical pure, Yifa Biotechnology), TEA-24 (analytical pure, Tianjin Comeo), and benzethonium chloride (analytical pure, Shanghai Zhanyun Chemical Co. Ltd.). As a result, the simulated formation water in the Yushulin oilfield was mainly comprised of CO<sub>3</sub>
<sup>2&#x2013;</sup>, HCO<sup>3&#x2013;</sup>, Cl<sup>&#x2212;</sup>, SO<sub>4</sub>
<sup>2&#x2013;</sup>, Ca<sup>2&#x2b;</sup>, Mg<sup>2&#x2b;</sup>, and Na<sup>&#x2b;</sup> with a total salinity of 4,765.6&#xa0;mg/L.</p>
</sec>
<sec id="s2-2">
<title>2.2 Methodology</title>
<sec id="s2-2-1">
<title>2.2.1 Instruments</title>
<p>Three parallel tests were conducted in subsequent experiments using the following instruments: an LBJ-625 high-speed agitator (Guangdong Lobe), a JD90-D powerful electric agitator (Shanghai Specimen), a KQ-200VDE ultrasonic numerical control cleaning machine (Kunshan Shumei), an SHZ-B constant temperature water bath oscillator (Shanghai Hetian), a DFA-100 dynamic foam analyzer (KRUSS, Germany), a HAAKE RS6000 rotational rheometer (Germany Thermo Fisher), and a Quanta 450 field emission environmental scanning electron microscope (FEI, United States). Three parallel tests were set up in the following experiments.</p>
</sec>
<sec id="s2-2-2">
<title>2.2.2 The Waring-blender method</title>
<p>A 100&#xa0;ml solution was added to the measuring cup and stirred at a constant speed (18,000&#xa0;r/min) for 60&#xa0;s. Next, the solution was poured into a 1,000&#xa0;ml measuring cylinder and we recorded the produced foam volume as V<sub>0</sub>, including the time t<sub>1/2</sub> when the discharged liquid reached 50&#xa0;ml in the foam. Then, the foam composite index <italic>FCI</italic> was obtained from Eq. <xref ref-type="disp-formula" rid="e1">1</xref>. The experimental apparatus is also shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mi>C</mml:mi>
<mml:mi>I</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.75</mml:mn>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn mathvariant="italic">0</mml:mn>
</mml:msub>
<mml:msub>
<mml:mi>t</mml:mi>
<mml:mrow>
<mml:mn mathvariant="italic">1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn mathvariant="italic">2</mml:mn>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>FCI</italic> is the comprehensive index of the foam (ml&#xb7;min), <italic>V</italic>
<sub>0</sub> is the maximum foaming volume (ml), and <italic>t</italic>
<sub>1/2</sub> is the precipitation half-life (min).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>A Wuyin agitator.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g001.tif"/>
</fig>
</sec>
<sec id="s2-2-3">
<title>2.2.3 The DFA method</title>
<p>Here, the foam solution (100&#xa0;ml) was measured at a medium temperature and ventilated at a certain temperature (60&#x2013;90 &#xb0;C) according to certain gas&#x2013;liquid ratios. Then, we recorded the foam&#x2019;s maximum height <italic>H</italic>
<sub>0</sub> (mm) and half-life (s). Finally, the foam&#x2019;s volume was calculated according to the diameter of the measuring cylinder, after which the comprehensive foam index was also calculated according to Eq. <xref ref-type="disp-formula" rid="e1">1</xref>. The experimental apparatus is shown in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>A DFA-100 dynamic foam analyzer.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g002.tif"/>
</fig>
</sec>
<sec id="s2-2-4">
<title>2.2.4 Screening of the main foam method</title>
<p>We used simulated formation water to prepare 100&#xa0;ml of the foaming agent solutions with concentrations of 0.1%, 0.3%, 0.5%, and 0.7%. Then, at room temperature, the Waring-blender method was used to stir for 1 min, and then the foam was poured into the measuring cylinder to observe and record the foam&#x2019;s maximum foaming volume and half-life. Finally, and according to Eq. <xref ref-type="disp-formula" rid="e1">1</xref>, the foam comprehensive index of the foam system was calculated, followed by an evaluation of foam performance using the DFA-100 dynamic foam analyzer and according to the gas&#x2013;liquid 1:1 ratio intake.</p>
</sec>
<sec id="s2-2-5">
<title>2.2.5 Evaluation of the antisorption performance</title>
<p>For this analysis, 2 g of oil sand was accurately weighed and added to the conical flask. After fully wetting with an appropriate amount of simulated mineralized water (total mineralization was approximately 4,765.6&#xa0;mg/L), the aqueous foam solution was added (foam solution concentration was follows: 0.1%wt, 0.3%wt, 0.5%wt, and 0.7%wt). After shaking at 90 &#xb0;C for 24 h, we subjected it to centrifugation. Then, we collected 1&#xa0;ml of the supernatant and determined the main foaming agent&#x2019;s content before and after adsorption by two-phase titration <sup>[8]</sup>. Finally, the adsorption capacity was calculated using Eq. <xref ref-type="disp-formula" rid="e2">2</xref>:<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>V</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mi>M</mml:mi>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mo>&#xb7;</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">g</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <italic>V</italic>
<sub>
<italic>0</italic>
</sub> is the volume of the benzethonium chloride solution consumed by 1&#xa0;ml of the foam solution before the adsorption experiment (ml), <italic>V</italic> is the volume of the benzethonium chloride solution consumed by 1&#xa0;ml of the foam solution after the adsorption experiment (ml), <italic>C</italic> is the concentration of the benzethonium chloride solution (mol/L), and <italic>M</italic> is the relative molecular mass of the foaming agent (g/mol).</p>
</sec>
<sec id="s2-2-6">
<title>2.2.6 Steady-state shear test</title>
<p>A steady state shear test was conducted with the HAAKE RS6000 rotary rheometer (90 &#xb0;C, constant shear rate of 10 s<sup>&#x2212;1</sup>). The apparent viscosity of the solution at stability was measured (90 &#xb0;C and the shear rate ranged from 0.001 to 1000 s<sup>&#x2212;1</sup>). Shear experiments were conducted on the optimal foam formula system, and logarithmic points were collected to obtain the shear rate scanning curve. The apparent viscosity curve of the foam system was obtained by scanning at a constant temperature of 90 &#xb0;C and a constant shear rate of 10 s<sup>&#x2212;1</sup>.</p>
</sec>
<sec id="s2-2-7">
<title>2.2.7 Viscoelasticity measurements</title>
<p>This measurement was performed to obtain the energy storage modulus (<italic>G&#x2019;</italic>) and the energy dissipation modulus (<italic>G&#x201d;</italic>) at 90 &#xb0;C and a dynamic frequency range of 0.05&#x2013;10&#xa0;Hz.</p>
</sec>
<sec id="s2-2-8">
<title>2.2.8 Characterization of the microstructure</title>
<p>The foam samples of the compound system were placed in a thermostat at 90 &#xb0;C. After aging for 1&#xa0;day, the high-temperature and high-pressure foam working fluids were bubbled using a test device. The experimental temperature <italic>T</italic> was &#x2212;180 &#xb0;C and pressure <italic>p</italic> was 0&#x2013;40&#xa0;MPa. After the samples&#x2019; temperatures in the observation box were rapidly lowered to &#x2212;60 &#xb0;C by adding liquid nitrogen, the samples were observed on a quanta 450 field emission environmental scanning electron microscope.</p>
</sec>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<sec id="s3-1">
<title>3.1 Screening for the best foaming system</title>
<sec id="s3-1-1">
<title>3.1.1 Screening of the main foams</title>
<p>Foam properties are usually evaluated based on the foaming volume (the foaming capacity of the surfactant) and half-life (stability of the foam).</p>
<p>It was evident from <xref ref-type="fig" rid="F3">Figures 3A,B</xref> that within the concentration range of 0.1%&#x2013;0.7%, the foaming volume and half-life gradually increased with a concentration increase. However, when the concentration of the foaming agent increased to 0.5%, the foaming volume no longer grew as fast, because with the increase in foam concentrations (<xref ref-type="bibr" rid="B16">Nguyen et al., 2003</xref>), the surfactant molecules were enriched on the surface of the solution and formed a dense surface film. As a result, the liquid film&#x2019;s surface strength increased, the liquid film drainage was blocked, and the foam surface&#x2019;s viscosity increased, which increased the foaming volume and made the foam more stable. When the foam concentration continued to increase (<xref ref-type="bibr" rid="B3">Barbian et al., 2005</xref>), the foaming agent on the foam liquid-membrane surface concentration became too large, the density increased, and the formation of the foam liquid content was reduced. However, with an increase in &#x201c;rigidity,&#x201d; liquid film drainage increases and ultimately decreases the stability of the foam.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> Volumes of different foams with different concentrations. <bold>(B)</bold> The half-life of different foams with different concentrations. <bold>(C)</bold> Comprehensive indices of different foams and concentrations.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g003.tif"/>
</fig>
<p>Next, we comprehensively analyzed the foam performance. The performance order for several foams was anionic &#x3e; amphoteric &#x3e; nonionic, which is consistent with the determination results of a previous article (<xref ref-type="bibr" rid="B14">Ma et al., 2014</xref>). However, of the anionic foams, CQS-1, CST-1, and CST-2 had better overall performance with the comprehensive foam index at 0.5% for the CQS-1 solution and reached greater than 1,000&#xa0;ml&#xb7;min, which made it the best foaming agent. In contrast, while the comprehensive foam index of 0.7% CST-1 and CST-2 solutions was approximately 700&#xa0;ml&#xb7;min, the CST-2 was slightly better than CST-1, but there was a big gap compared with CQS-1. For the anionic&#x2013;nonionic OS and CCT-1 foams, while the foam-integrated index was low, only 1/5 of CQS-1, the foam grade was relatively small. Finally, the amphoteric LH-2 foam with a comprehensive foam index close to CST-1 at the 0.7% concentration (680&#xa0;ml&#xb7;min) was selected as a compounding agent. Interestingly, the selected foam had a consistent optimal concentration range that was 0.5%.</p>
</sec>
<sec id="s3-1-2">
<title>3.1.2 Effect of viscosity increasing stabilizers and liquid film reinforcing agent concentrations on foam performance</title>
<p>Foam stability improvements are mainly achieved by adding foam stabilizers (<xref ref-type="bibr" rid="B9">Jiang et al., 2011</xref>), where the surface adsorption strength or foam liquid phase viscosity is increased to form an elastic film. Therefore, we chose a 0.5% CQS-1 solution and added a DQL thickening stabilizer and the NS-2 nanoparticle liquid-film enhancer to prepare a ternary composite reinforced foam system. Under the same concentrations of DQL and NS-2, the effect of the tackifier and stabilizer concentrations on the performance of the foam system was then investigated. <xref ref-type="fig" rid="F4">Figure 4</xref> shows the experimental results.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Effect of the foam stabilizer concentrations on the performance of the 0.5% CQS-1 foam system.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g004.tif"/>
</fig>
<p>It is evident from <xref ref-type="fig" rid="F4">Figure 4</xref> that with an increase in the concentrations of DQL and NS-2, the foam performance of the 0.5% CQS-1 foam system was significantly improved. However, when the concentrations of DQL and NS-2 were both at 0.15%, the half-life sharply increased and the comprehensive foam index suddenly changed. Generally, studies have confirmed that the stability of foam depends on the liquid film discharge rate (<xref ref-type="bibr" rid="B17">Wang et al., 2008</xref>; <xref ref-type="bibr" rid="B22">Yu et al., 2014</xref>; <xref ref-type="bibr" rid="B8">Guo and Aryana, 2016</xref>; <xref ref-type="bibr" rid="B15">Nazari et al., 2017</xref>). Similarly, we recorded that as the addition of two foam stabilizers increased, the foaming solution&#x2019;s viscosity and the liquid film&#x2019;s surface strength, which delayed the drainage time, reduced the liquid film&#x2019;s thinning rate. This enhanced the mechanical strength of the foam film. This finding was proposed because the hydroxyl groups on the surface of the NS-2 nanoparticles combined with the carboxyl and amide groups in the DQL molecule through hydrogen bonds and Vander Waals forces to form a more stable spatial network structure.</p>
<p>Conversely, when the concentrations of the two foam stabilizers were 0.2% each, the comprehensive foam indices reached 11,672&#xa0;ml&#xb7;min, and the half-life and foaming volume results were 28.82&#xa0;min and 540&#xa0;ml, respectively. Moreover, compared with the single agent with a concentration of 0.5% CQS-1, we also observed that the half-life increased eight times, the stability significantly increased, the foam level of the foam system was very strong, and it was part of the best three-component reinforced foam system. However, considering the stratum injection, the foaming system with 0.5% CQS-1/0.15% DQL/0.15% NS-2 should be selected.</p>
</sec>
<sec id="s3-1-3">
<title>3.1.3 Effect of concentration, thickening type, and stabilizing foam promoter on foam performance</title>
<p>Four thickening foam stabilization accelerators (TEA-18, TEA-20, TEA-22, and TEA-24) were selected and compounded with the 0.15% CQS-1/0.1% DQL/0.1% NS-2 system (noted as 1&#x23;) to further enhance the foam stabilization performance of the foaming system. Then, the performances of the foam system were investigated when the accelerator concentrations were 0.05%, 0.1%, 0.15%, and 0.2%, followed by the selection of a thickening and stabilizing agent with the best foam stability. <xref ref-type="fig" rid="F5">Figure 5</xref> shows the experimental results.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Effects of different thickening and stabilizing accelerator concentrations on the performance of the 1&#x23; foam system. <bold>(A)</bold> The foaming volume for different foam types with different concentrations. <bold>(B)</bold> The half-life of different foam types with different concentrations. <bold>(C)</bold> Comprehensive indices of different foam types with different concentrations.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g005.tif"/>
</fig>
<p>According to the comparison in <xref ref-type="fig" rid="F5">Figure 5</xref>, except for TEA-20, the foaming volume and half-life increased by varying degrees with increasing accelerator concentrations. Specifically, TEA-22 significantly changed when the concentration reached 0.2%; the foam composite index reached the maximum value, the foam composite index was 5,916&#xa0;ml&#xb7;min, which was 2.5 times higher than that without TEA-22, and the foam performance was excellent. Therefore, compared with TEA-20 and TEA-18 and since TEA-22 has greater advantages, it was selected as the accelerator for system 1&#x23;.</p>
</sec>
</sec>
<sec id="s3-2">
<title>3.2 Dynamic method for screening the best foaming system</title>
<sec id="s3-2-1">
<title>3.2.1 Screening foam type and dosage</title>
<p>
<xref ref-type="fig" rid="F6">Figure 6A</xref> shows that within the investigated concentration range, the foaming volume did not significantly change with the concentration, most of which were concentrated from 110&#x2013;140&#xa0;ml. However, while the foaming volume of CQS-1, CST-1, OS, NP-7, DTAC, and CAD-40 increased with an increase in concentration, SDS, CST-2, and FH-1 showed an obvious downward trend. Thus, we judged that the best concentration range was 0.3%&#x2013;0.5% to ensure sufficient foaming volume. In addition, since CQS-1 showed obvious increasing changes, we determined that a higher concentration could be used to achieve better foaming volume when the cost allows. Therefore, CQS-1 was selected as the main foaming agent. This conclusion is consistent with <xref ref-type="sec" rid="s2-2-5">Section 2.2.5</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Effects of foam concentrations on the foam volume <bold>(A)</bold> and foam half-life <bold>(B)</bold> of several foams.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g006.tif"/>
</fig>
<p>As observed in <xref ref-type="fig" rid="F6">Figure 6B</xref>, the foam stability of CQS-1 and LH-1 with excellent foaming properties decreased with increasing concentration. We also observed that while the foaming properties of the nonionic surfactant FH-1 and the four amphoteric surfactants were rich and fine, with good viscoelasticity, the foam was the most stable. However, with an increase in the concentration, the foam decreased first and then increased, and the 0.7% FH-1 composite index was the highest, reaching 2071&#xa0;ml&#xb7;min. Therefore, combining the 0.5% aqueous solution foam performance of the surfactant series shown in <xref ref-type="fig" rid="F7">Figure 7</xref> with the foaming performance, foam stabilizing performance, and cost factors, the optimal foam stabilizing compound was FH-1.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Comparison between the foam performance of a 0.5% aqueous solution and a series surface active agent.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g007.tif"/>
</fig>
</sec>
<sec id="s3-2-2">
<title>3.2.2 Influence of the mass ratio of the main and auxiliary foam agents on foam performance</title>
<p>Since the synergism between surfactants can enhance the effect of foaming and stabilizing bubbles, we chose CQS-1 and FH-1 to make the foaming-agent mixture. We investigated the effect of the mass ratio of CQS-1 and compound additives on the foam properties of the composite foam system. Experiments were conducted according to the 0.5% foaming agent/0.15%DQL/0.15%NS-2 solution using the DFA method and the ratio of gas to liquid of 1:1. <xref ref-type="fig" rid="F8">Figure 8</xref> shows the experimental results.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Effect of the CQS-1/FH-1 mass ratio on the foam performance of the system.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g008.tif"/>
</fig>
<p>It was evident from <xref ref-type="fig" rid="F8">Figure 8</xref> that when the mass ratio of CQS-1 to FH-1 was less than 1:1, it had good compound and positive synergistic effects and effectively stabilized the foam. Hence, considering the cost of use, we determined that while the suitable compounding ratio was CQS-1:FH-1 &#x3d; 4:6, the composition of the compounding foam ternary composite reinforced foam system was 0.5% (CQS-1:FH-1 &#x3d; 4:6)/0.15% DQL/0.15% NS-2 and was recorded as the 2&#x23; system.</p>
</sec>
</sec>
<sec id="s3-3">
<title>3.3 Reservoir suitability evaluation of the preferred foam system</title>
<sec id="s3-3-1">
<title>3.3.1 Temperature resistance of the ternary composite reinforced 2&#x23; system</title>
<p>With a DFA-100 dynamic foam meter and according to a gas&#x2013;liquid ratio of 1:1, the temperature resistance performance of the 2&#x23; system (0.5% (CQS-1:FH-1 &#x3d; 4:6)/0.15% DQL/0.15% NS-2) was measured at 60 &#xb0;C, 70 &#xb0;C, 80 &#xb0;C, and 90 &#xb0;C. <xref ref-type="fig" rid="F9">Figure 9</xref> shows the experimental results.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Effect of temperature changes on the foam performance of the CQS-1/FH-1 compounding system.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g009.tif"/>
</fig>
<p>As shown in <xref ref-type="fig" rid="F9">Figure 9</xref>, the 2&#x23; system had excellent temperature resistance with an increase in temperature related to higher foaming ability, but this also caused the foam stability to slightly fluctuate. Similarly, the foam index was not great at the 60&#x2013;90 &#xb0;C interval and fluctuated slightly at 500&#xa0;ml&#xb7;min; and therefore, the 2&#x23; system has excellent temperature resistance.</p>
</sec>
<sec id="s3-3-2">
<title>3.3.2 Salt resistance of a ternary composite reinforced 2&#x23; system</title>
<p>The 2&#x23; system was mineralized with a salinity of 1,000&#xa0;mg/L, 3,000&#xa0;mg/L, 5,000&#xa0;mg/L, 8,000&#xa0;mg/L, 12,000&#xa0;mg/L, and 15,000&#xa0;mg/L after which the 2&#x23; foam system with 0.15% TEA-22 was added. The influence of salinity on the foam performance of the 2&#x23; system was also investigated at 90 &#xb0;C using the DFA-100 dynamic foam tester. <xref ref-type="fig" rid="F10">Figure 10</xref> shows the experimental results.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Effect of mineralization degree on the foam performance of a 2&#x23; foaming system without <bold>(A)</bold> and with <bold>(B)</bold> TEA-22.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g010.tif"/>
</fig>
<p>It was evident from <xref ref-type="fig" rid="F10">Figure 10A</xref> that with an increase in the salinity of simulated water, the foaming ability of the 2&#x23; system and its TEA-22 strengthening system were hardly affected. However, in the range of 1,000&#x2013;5,000&#xa0;mg/L and as the salinity increased, the foam half-life of the 2&#x23; system slightly increased, the salinity continued to increase, and the half-life decreased. Finally, at 12,000&#xa0;mg/L, the half-life dropped to a minimum of 136&#xa0;s. This is because the addition of a strong electrolyte led to the diffusion of the electric double layer on the surface of the liquid film and decreased the zeta potential, which resulted in poor foam stability. In contrast, the half-life increased sharply to 355&#xa0;s when the salinity was 15,000&#xa0;mg/L and caused the foam composite index to be 980&#xa0;ml&#xb7;min.</p>
<p>
<xref ref-type="fig" rid="F10">Figure 10B</xref> shows that while the foaming volume changed little after adding TEA-22 to the 2&#x23; system, the half-life of the foam increased with an increase in salinity. As a result, while high foam performance was produced when the salinity was 12,000&#xa0;mg/L (a half-life of 350&#xa0;s and a comprehensive foam index of 910&#xa0;ml&#xb7;min), the high foam performance was maintained in the salinity range of 5,000&#x2013;15,000&#xa0;mg/L (comprehensive foam index &#x3e;500&#xa0;ml&#xb7;min).</p>
<p>Within the mineralization degree of 1,000&#x2013;15,000&#xa0;mg/L and while the comprehensive foam index of the 2&#x23; system was higher than the 350&#xa0;ml&#xb7;min, the optimal formulation system showed better salt resistance after TEA-22 reinforcement, which indicates that the preferred 2&#x23; composite foam system had excellent salt resistance. However, TEA-22 was considered if improvements were required.</p>
</sec>
<sec id="s3-3-3">
<title>3.3.3 Static adsorption performance of the ternary composite reinforced 2&#x23; system</title>
<p>The core adsorption and retention conditions indicate the industrial application feasibility of an oil-repellent system. After separately weighing 2&#xa0;g of oil sand and adding the appropriate amount of water to wet it, the sand-foaming liquid system with a solid-liquid ratio of 1:9, 1:4, and 3:7 was prepared and the adsorption was shaken at 90 &#xb0;C for 24&#xa0;h. Then, the adsorption capacity of the main foaming agent on the core was measured by two-phase titration. A comparison of the petroleum sulfonate PS with the main foam agent CQS-1 2&#x23; system and the TEA-22 enhanced 2&#x23; system and CQS-1 adsorption on oil sands is shown in <xref ref-type="fig" rid="F11">Figure 11</xref>.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Effect of oil sand content on the foam main agent&#x2019;s adsorption at the core surface.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g011.tif"/>
</fig>
<p>However, from <xref ref-type="fig" rid="F11">Figure 11</xref> we observed that within the investigated range, while the adsorption of the main foam CQS-1 on the oil sand increased with an increase in the solid-liquid ratio, the adsorption amount varied from 1.4 to 3.0 &#xd7; 10<sup>&#x2212;4</sup>&#xa0;mmol/g. This finding shows that the preferred system strengthened by TEA-22 was slightly helpful in reducing the adsorption loss. However, the system&#x2019;s viscosity further increased, which decreased the foaming agent&#x2019;s diffusion speed to the oil sand&#x2019;s surface.</p>
</sec>
</sec>
<sec id="s3-4">
<title>3.4 Analysis of the foam system&#x2019;s rheology</title>
<p>Under the oil reservoir conditions of Block Shu 16 (90 &#xb0;C with a total mineralization degree of 4,765.6&#xa0;mg/L), a comparative rheological experiment was conducted for the preferred 2&#x23; foaming system. Then, the HAAKE RS6000 rotary rheometer was used to conduct rheological comparison experiments to study the foam system, after which we understudied the foam system&#x2019;s apparent viscosity, shear thinning, and viscoelasticity. <xref ref-type="fig" rid="F12">Figure 12</xref> shows the experimental results.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Apparent viscosity <bold>(A)</bold>, shear thinning <bold>(B)</bold>, and viscoelasticity <bold>(C)</bold> of the preferred foam system.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g012.tif"/>
</fig>
<p>It was evident from <xref ref-type="fig" rid="F12">Figure 12</xref> that with an increase in shearing time, the viscosity of the foam system was stable at 60&#xa0;mPa&#xb7;s under 90 &#xb0;C. However, with an increase in shear rate, the apparent viscosity of the foam system showed a downward trend with certain characteristics of the Bingham model and a certain degree of shear dilution, which indicated that the greater the shear stress, the greater the degree of decrease in viscosity. We also observed that the 2&#x23; syntactic foam system had good shear resistance and good viscoelasticity with the foam system and gradually increased in the range of the middle frequency band and showed better elastic behavior.</p>
</sec>
<sec id="s3-5">
<title>3.5 Microstructural characterization of the foam system</title>
<p>Subsequently, a FEI Quanta 450 field emission environmental scanning electron microscope and freeze-fracture etching technology were used to observe the optimal foam system&#x2019;s microstructure and to investigate the foam&#x2019;s microstructural nature. The analysis results are shown in <xref ref-type="fig" rid="F13">Figure 13</xref>. Also, <xref ref-type="fig" rid="F14">Figures 14A,B</xref> show the pictures with and without TEA.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>SEM micrographs at different scales of the preferred 2&#x23; foaming system. <bold>(A)</bold> 400x <bold>(B)</bold> 800x and <bold>(C)</bold> 1600x.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g013.tif"/>
</fig>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>SEM micrographs showing a foaming system <bold>(A)</bold> with TEA <bold>(B)</bold> and without TEA.</p>
</caption>
<graphic xlink:href="fenrg-10-1060356-g014.tif"/>
</fig>
<p>From <xref ref-type="fig" rid="F13">Figure 13</xref>, it is evident that the molecules of the foam liquid are closely related to the &#x201c;fish scale&#x201d; structure (<xref ref-type="fig" rid="F13">Figure 13A</xref>). We also observed that the DQL stabilizers interacted with each other in the foam liquid and formed a dense dendritic network structure, which made the intermolecular interaction closer (<xref ref-type="fig" rid="F13">Figure 13B</xref>). Hence, with an increase in foam viscosity, smaller foam lamellae were arrayed more tightly, the foam&#x2019;s half-life was prolonged, the foam lamellae were more stably retained, and the foam lamellae presented a tight planar network structure. Investigations also revealed that while bubbles interconnect, the gap between the bubbles formed a network channel for the flow of trace liquid (<xref ref-type="fig" rid="F13">Figure 13C</xref>). However, from <xref ref-type="fig" rid="F14">Figure 14</xref> and compared with the absence of TEA, the foam lamellae significantly increased, the foam viscosity is increased, the smaller foam lamellae are arrayed more tightly, and the foam half-life is prolonged.</p>
<p>Simultaneously, while NS-2 nanoparticles partly adhered to the liquid membrane, causing the liquid film to have certain viscoelasticities, the other part adhered to the channel, which made the foam lamellae cross-link tighter. Therefore, the stability of foam lamellae is increased and the foam stability is improved.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="s4">
<title>4 Conclusions</title>
<p>
<list list-type="simple">
<list-item>
<p>1) The experimental results show that the 2&#x23; system (0.5% (CQS-1: FH-1 &#x3d; 4:6)/0.15%DQL/0.15% NS-2) performed better than the other four systems for the Shu 16 block in the Yushulin oilfield. Notably, it had excellent temperature resistance, salt resistance, and anti-adsorption performance. Furthermore, under a gas&#x2013;liquid ratio of 1:1, a higher comprehensive foam index than 500&#xa0;ml&#xb7;min was measured using a dynamic foam meter at 60&#x2013;90 &#xb0;C (935&#xa0;ml&#xb7;min at 80 &#xb0;C).</p>
</list-item>
<list-item>
<p>2) The operational parameters for the 2&#x23; system were optimized. For instance, while the half-life was 355&#xa0;s when the salinity was 15,000&#xa0;mg/L, the foam composite index was 980&#xa0;ml&#xb7;min, and the adsorption amount of CQS-1 on oil sand was 1.4&#x2013;3.0 &#xd7; 10<sup>&#x2212;4</sup>&#xa0;mmol/g. As a result, the 2&#x23; system had the characteristics of pseudoplastic fluids as follows: good shear resistance and viscoelasticity that caused it (90 &#xb0;C) to exhibit better elastic behavior.</p>
</list-item>
<list-item>
<p>3) While CO<sub>2</sub> can accelerate the demulsification and oil&#x2013;water separation of heavy oil emulsions, a surfactant reduces oil&#x2013;water interfacial tension, generates foam, and significantly improves the oil displacement efficiency in larger pores. Therefore, the superior 2&#x23; system had foam stability through simple mixing, which elucidates the emulsification and demulsification of heavy oil using foam formula systems in low-permeability reservoirs.</p>
</list-item>
</list>
</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, and further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>YL: Critical revision of the manuscript. FZ: Administrative, technical, and material support. RN: Acquisition of data. SC: Statistical analysis. LL: Analysis and interpretation of data. YS: Critical revision of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the Opening Foundation of Provincial and Ministerial Key Laboratories: The Heilongjiang Provincial Key Laboratory of Reservoir Physics &#x26; Fluid Mechanics in Porous Medium, the Major Science and Technology Projects of PetroChina (Project No. 2021ZZ01-08), and the National Science and Technology Major Projects of China for Oil and Gas (Project No. 2016ZX05055).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>YL and SC were employed by Exploration and Development Research Institute of Daqing Oilfield 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, editors, and 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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