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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem. Eng.</journal-id>
<journal-title>Frontiers in Chemical Engineering</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem. Eng.</abbrev-journal-title>
<issn pub-type="epub">2673-2718</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">741281</article-id>
<article-id pub-id-type="doi">10.3389/fceng.2022.741281</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemical Engineering</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Effect of Silicate Ions on the Separation of Lithium From Geothermal Fluid</article-title>
<alt-title alt-title-type="left-running-head">Lee and Chung</alt-title>
<alt-title alt-title-type="right-running-head">Effect of Silicate During Extraction</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>Junbeum</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1294334/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chung</surname>
<given-names>Eunhyea</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/1062912/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Energy Systems Engineering</institution>, <institution>Seoul National University</institution>, <addr-line>Seoul</addr-line>, <country>South Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Research Institute of Energy and Resources</institution>, <institution>Seoul National University</institution>, <addr-line>Seoul</addr-line>, <country>South Korea</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/1062552/overview">Patricia Taboada-Serrano</ext-link>, Rochester Institute of Technology, United&#x20;States</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/1415126/overview">Christiaan Richter</ext-link>, University of Iceland, Iceland</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/92670/overview">J.&#x20;Paul Chen</ext-link>, National University of Singapore, Singapore</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Eunhyea Chung, <email>echung@snu.ac.kr</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Sustainable Process Engineering, a section of the journal Frontiers in Chemical Engineering</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>03</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>4</volume>
<elocation-id>741281</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>02</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Lee and Chung.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Lee and Chung</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>In an enhanced geothermal system (EGS), geothermal energy in rocks with insufficient permeability or fluid saturation can be used by creating artificial geothermal reservoirs. Generally, EGS geothermal fluid contains high concentrations of total dissolved solids that originated from various geochemical reactions between the fluid in the reservoir and the minerals in the rock. For example, the concentration of lithium ions are measured approximately 150&#xa0;mg/L, and several researchers have focused on the recovery of lithium in the geothermal fluid using various methods, one of which is liquid extraction. Solvent extraction has been used to recover lithium from various sources, and successful recovery efficiency have been attained. However, the geothermal fluid in EGS reservoirs contains high concentrations of SiO<sub>2</sub>, which might inhibit the selective recovery of lithium. Thus, in this study, two consecutive stages of solvent extraction were used to separate the lithium from the geothermal fluid that contained different concentrations of SiO<sub>2</sub> ions. The divalent ions were removed in the first stage, and the lithium ions were extracted effectively in the second stage. The SiO<sub>2</sub> inhibits the selective recovery of lithium in the first stage to a greater extent than it does in the second stage. The spectroscopy data shows a decrease of the organic solvents main functional group (P&#x3d;O &#x26; P-O-H) absorbance that reacts with the metal ions of the geothermal water after extraction however the intensity difference was reduced as the SiO<sub>2</sub> concentrations increases. Silicate ions can be problematic due to the formation of scaling in EGSs, so controlling its concentration in the geothermal reservoir would be beneficial for the long-term operation of EGSs and for the successful recovery of valuable metal resources from EGS reservoirs.</p>
</abstract>
<kwd-group>
<kwd>enhanced geothermal systems</kwd>
<kwd>geothermal fluid</kwd>
<kwd>lithium recovery</kwd>
<kwd>solvent extraction</kwd>
<kwd>silicates</kwd>
</kwd-group>
<contract-sponsor id="cn001">Korea Electric Power Corporation<named-content content-type="fundref-id">10.13039/501100010193</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Geothermal energy is known to be thermal energy that is contained inside the Earth (<xref ref-type="bibr" rid="B4">Barbier, 2002</xref>), and geothermal systems use this geothermal energy to generate electricity (<xref ref-type="bibr" rid="B41">Olasolo et&#x20;al., 2016</xref>). Enhanced geothermal systems (EGSs) are one of the geothermal systems used to extract thermal energy from hot dry rock (HDR) (<xref ref-type="bibr" rid="B36">Lei et&#x20;al., 2019</xref>). EGS technology has been developed in several countries for more than 40&#x20;years, and it is known to be a source of clean renewable energy (<xref ref-type="bibr" rid="B38">Lu, 2018</xref>). EGSs apply hydraulic stimulation at depths deeper than 3&#xa0;km of HDR to create an artificial geothermal reservoir for a sustainable geothermal system (<xref ref-type="bibr" rid="B17">Hofmann et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B27">Kim et&#x20;al., 2018</xref>). Water is injected through an injection well where the thermal energy is stored in the deep fractured network, and it comes out through the pumping well with thermal energy (<xref ref-type="bibr" rid="B8">Caulk et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B18">Hofmann et&#x20;al., 2019</xref>; <xref ref-type="bibr" rid="B32">Lee and Chung., 2020a</xref>). The heated water passes through a geothermal heat exchanger where the heat is used to generate electricity.</p>
<p>During the circulation of a geothermal fluid or hydraulic stimulation, the chemical composition of the fluid changes abruptly compared to the initial stage. The composition changes originate from various geochemical reactions in the geothermal reservoir (<xref ref-type="bibr" rid="B42">Owen et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B32">Lee and Chung, 2020a</xref>). As described in the article by <xref ref-type="bibr" rid="B45">Pauwels et&#x20;al. (1992)</xref>, the total dissolved solids (TDS) of the production fluid of the Soultz-sous-For&#xea;ts EGS increase due to a short duration injection test, and lithium ions especially are increased in this site. Lithium is an essential metal that is used in many industries, such as ceramics, glass, rubber, and batteries (<xref ref-type="bibr" rid="B58">U.S. Geological Survey, 2018</xref>), and the demand for lithium is estimated to increase due to its use in electric vehicles and batteries (<xref ref-type="bibr" rid="B3">An et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B55">Swain, 2017</xref>; <xref ref-type="bibr" rid="B63">Xu C. et&#x20;al., 2020</xref>). Usually, lithium is obtained from lithium-rich brines (as dissolved lithium chloride (LiCl)) and from lithium-bearing minerals, such as petalite and lepidolite (<xref ref-type="bibr" rid="B11">Flexer et&#x20;al., 2018</xref>). The separation of lithium ions from massive volumes of seawater, which has an average lithium concentration of 0.17&#xa0;mg/L, has been conducted in many studies (<xref ref-type="bibr" rid="B40">Nishihama et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B15">Harvianto et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B37">Li et&#x20;al., 2018</xref>). Compared to the low average concentration of lithium in seawater, the geothermal fluid that comes from the Soultz-sous-For&#xea;ts EGS has a relatively high lithium content (approximately 150&#xa0;mg/L) after its long-term circulation from the GPK-2 production well (<xref ref-type="bibr" rid="B50">Scheiber et&#x20;al., 2012</xref>). The concentration of lithium ions in the geothermal water in the Soultz-sous-For&#xea;ts EGS is higher than the worldwide concentrations (i.e.,&#x20;1&#x2013;100&#xa0;mg/L) reported by <xref ref-type="bibr" rid="B11">Flexer et&#x20;al. (2018)</xref>, so it provides many economic advantages in selectively recovering lithium&#x20;ions.</p>
<p>Several studies of selective lithium recovery from various solutions including geothermal brines have been reported, including adsorption, ion exchange, electrochemical extraction, and solvent extraction (<xref ref-type="bibr" rid="B13">Han et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B66">Yen et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B23">Jang and Chung, 2019</xref>; <xref ref-type="bibr" rid="B5">Battistel et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B62">Warren, 2021</xref>). Many researchers applied the adsorption and the ion exchange methods to recover lithium ions from various solutions, and many of them showed significantly selective lithium recovery results (<xref ref-type="bibr" rid="B6">Braun et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B31">Kumar et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B61">Wang et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B22">Jang and Chung, 2018</xref>; <xref ref-type="bibr" rid="B12">Goc et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B62">Warren, 2021</xref>). However, since the use of the oxidant or acid is essential for a desorption process, it might not be economical to recover lithium using adsorption in a large scale (<xref ref-type="bibr" rid="B16">He et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B64">Xu W. et&#x20;al., 2020</xref>). Also, for the ion exchange method, fouling such as calcium sulfate can occur during a regeneration process due to the significant amount of calcium ions in the geothermal fluid (<xref ref-type="bibr" rid="B50">Scheiber et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B44">Wachinski, 2016</xref>). The electrochemical method uses lithium-selective electrodes like &#x3bb;-MnO<sub>2</sub> or HFePO<sub>4</sub> to capture the lithium ions from solutions (<xref ref-type="bibr" rid="B28">Kim et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B60">Wang et&#x20;al., 2021</xref>). The electrochemical extraction method showing the high lithium selectivity does not require the chemicals such as organic solvent or acid. However, high energy consumption is expected due to the application of high voltage during the operation (<xref ref-type="bibr" rid="B26">Kanoh et&#x20;al., 1993</xref>; <xref ref-type="bibr" rid="B5">Battistel et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B25">Joo et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B28">Kim et&#x20;al., 2021</xref>). The solvent extraction method uses the transfer of a compound from one liquid phase to another based on the different solubility or distribution coefficients of the compound (<xref ref-type="bibr" rid="B9">Chen and Wang, 2016</xref>). In this study, the solvent extraction or liquid-liquid extraction method was tested due to the simplicity of the process and the relatively short operation time (<xref ref-type="bibr" rid="B65">Yang et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B39">Masmoudi et&#x20;al., 2021</xref>). In many studies, it was shown that the contact time of less than an hour (few minutes at least) was enough for the process (<xref ref-type="bibr" rid="B65">Yang et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B53">Silva et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B24">Jin et&#x20;al., 2014</xref>). Also, the recyclability of the solvent makes this method beneficial. Based on the advantages described above, the solvent extraction method is used extensively in industrial applications to recover valuable metal ions from solutions (<xref ref-type="bibr" rid="B66">Yen et&#x20;al., 2016</xref>). Many researchers have used various solvents to extract specific metal ions from aqueous solutions (<xref ref-type="bibr" rid="B47">Sadakane et&#x20;al., 1975</xref>; <xref ref-type="bibr" rid="B57">Umetani et&#x20;al., 1987</xref>; <xref ref-type="bibr" rid="B14">Hano et&#x20;al., 1992</xref>). In previous research, D2EHPA was used to recover manganese from a solution based on lithium-ion batteries (<xref ref-type="bibr" rid="B59">Vieceli et&#x20;al., 2021</xref>), and strontium was extracted from the leach liquor of ore by using a crown ether (18-crown-6) (<xref ref-type="bibr" rid="B1">Alamdar Milani et&#x20;al., 2021</xref>). Due to different functional groups or properties of solvents, solute-solvent interactions and the distribution ratio can be affected, resulting in a different cation affinity (<xref ref-type="bibr" rid="B30">Kislik et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B29">Kislik and Eyal. 2003</xref>). In Soultz-sous-For&#xea;ts geothermal water, various divalent cations and silicate ions exist, and they can have an adverse effect on the efficiency of lithium extraction. D2EHPA (Di-(2-ethylhexyl)phosphoric acid, C<sub>16</sub>H<sub>35</sub>O<sub>4</sub>P) is well known as an extractant for its higher affinity for divalent cations than for monovalent cations (i.e.,&#x20;Ca<sup>2&#x2b;</sup> &#x3e; Sr<sup>2&#x2b;</sup> &#x3e; Mg<sup>2&#x2b;</sup> &#x3e; Li<sup>&#x2b;</sup> &#x3e; Na<sup>&#x2b;</sup>) (<xref ref-type="bibr" rid="B14">Hano et&#x20;al., 1992</xref>; <xref ref-type="bibr" rid="B21">Jang et&#x20;al., 2017</xref>). In a study by Jang et&#x20;al. (2017), two-step liquid extraction was used to selectively extract lithium ions from shale gas produced water. The first step was proposed to remove most of the divalent ions with a low lithium concentration extraction, while the second step was used to extract lithium ions selectively (<xref ref-type="bibr" rid="B34">Lee and Chung, 2020b</xref>). Due to a similar chemical composition especially for the cation concentration in geothermal water, the two-step solvent extraction process was used in this research to recover lithium selectively.</p>
<p>Geothermal water has a high TDS, including silicate ions, which usually is produced by geochemical reactions of silicate minerals (<xref ref-type="bibr" rid="B33">Lee and Chung, 2021</xref>). A high concentration of silicate ions (130&#x2013;409&#xa0;mg/L) was reported for the GPK-2 production well of the Soultz-sous-For&#xea;ts EGS on different sampling dates (<xref ref-type="bibr" rid="B49">Sanjuan et&#x20;al., 2006</xref>). Due to a high concentration of silicate ions dissolved in the fluid, the precipitation of silicate minerals can occur in the pipe or reservoir during the circulation of the fluid, so fracture closure can decrease the permeability of the EGS (<xref ref-type="bibr" rid="B48">Sanjuan et&#x20;al., 2010</xref>; <xref ref-type="bibr" rid="B46">Putera et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B32">Lee and Chung, 2020a</xref>). Not only is dissolved silicate fatal for the EGS process due to the scaling formation, high concentrations of dissolved silicate ions also have been reported to possibly inhibit the extraction efficiency of metal ions (<xref ref-type="bibr" rid="B14">Hano et&#x20;al., 1992</xref>). Accordingly, several studies have reported methods to remove dissolved silicate from solutions (<xref ref-type="bibr" rid="B46">Putera et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B54">Spitzm&#xfc;ller et&#x20;al., 2021</xref>), the relationship between the existence of silicate ions and the specific metal extraction efficiency during solvent extraction has not been researched fully. Therefore, in this study, different concentrations of silicate ions were tested in geothermal water to investigate their interaction and influence during lithium recovery from solvent extraction.</p>
</sec>
<sec id="s2">
<title>2 Materials and Methods</title>
<sec id="s2-1">
<title>2.1 Sample Preparation</title>
<p>Soultz-sous-For&#xea;ts geothermal water was synthesized using various chemicals to set the concentration of major cations, i.e.,&#x20;Na<sup>&#x2b;</sup>, Ca<sup>2&#x2b;</sup>, K<sup>&#x2b;</sup>, Li<sup>&#x2b;</sup>, Mg<sup>2&#x2b;</sup>, Sr<sup>2&#x2b;</sup>, and Ba<sup>2&#x2b;</sup>, for a chemical composition similar to that of actual geothermal fluid (<xref ref-type="bibr" rid="B50">Scheiber et&#x20;al., 2012</xref>). The main chemical properties of synthetic geothermal water are shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Properties of real and synthetic geothermal water (mg/L).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Geothermal water <xref ref-type="bibr" rid="B50">Scheiber et&#x20;al. (2012)</xref>
</th>
<th align="center">Synthesized geothermal water</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">pH</td>
<td align="center">5.2&#x2013;5.5</td>
<td align="center">5.0&#x2013;5.3</td>
</tr>
<tr>
<td align="left">Ca<sup>2&#x2b;</sup>
</td>
<td align="center">6850&#x2013;7588</td>
<td align="center">6344.9&#x2013;7140.8</td>
</tr>
<tr>
<td align="left">Li<sup>&#x2b;</sup>
</td>
<td align="center">150&#x2013;152</td>
<td align="center">155.9&#x2013;183.1</td>
</tr>
<tr>
<td align="left">Na<sup>&#x2b;</sup>
</td>
<td align="center">21340&#x2013;26677</td>
<td align="center">19341.7&#x2013;23048.2</td>
</tr>
<tr>
<td align="left">Sr<sup>2&#x2b;</sup>
</td>
<td align="center">397&#x2013;479</td>
<td align="center">357.0&#x2013;394.7</td>
</tr>
<tr>
<td align="left">Mg<sup>2&#x2b;</sup>
</td>
<td align="center">124&#x2013;155</td>
<td align="center">115.1&#x2013;135.7</td>
</tr>
<tr>
<td align="left">Ba<sup>2&#x2b;</sup>
</td>
<td align="center">9.6&#x2013;19.4</td>
<td align="center">18.1&#x2013;20.6</td>
</tr>
<tr>
<td align="left">K<sup>&#x2b;</sup>
</td>
<td align="center">3200&#x2013;3540</td>
<td align="center">2725.9&#x2013;2998.4</td>
</tr>
<tr>
<td align="left">Cl<sup>&#x2212;</sup>
</td>
<td align="center">57500&#x2013;58271</td>
<td align="center">57861.0&#x2013;59571.0</td>
</tr>
<tr>
<td align="left">Br<sup>&#x2212;</sup>
</td>
<td align="center">239&#x2013;267</td>
<td align="center">263.4&#x2013;311.8</td>
</tr>
<tr>
<td align="left">SO<sub>4</sub>
<sup>2&#x2212;</sup>
</td>
<td align="center">177&#x2013;188</td>
<td align="center">170.0&#x2013;235.6</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>After synthesizing geothermal water, solutions with different concentrations of dissolved SiO<sub>2</sub> were added to observe the lithium extraction efficiency. The content of Si ions is measured and converted into SiO<sub>2</sub> content that can be converted to a soluble form of silica in the geothermal water. In this study, 0, 150, and 350&#xa0;mg/L of dissolved SiO<sub>2</sub> solutions were put to the geothermal water, and they were classified as samples A, B, and C in this study. As shown in the previous studies by authors, high TDS concentration of a solution might inhibit the efficient lithium recovery during solvent extraction process (<xref ref-type="bibr" rid="B21">Jang et&#x20;al., 2017</xref>) and solvent extraction was applied in a 50&#xd7; diluted shale gas produced water of which the TDS concentration was up to 157,000&#xa0;mg/L. Soultz-sous-For&#xea;ts geothermal water has a high TDS value, i.e.,&#x20;approximately 100,000&#xa0;mg/L (<xref ref-type="bibr" rid="B50">Scheiber et&#x20;al., 2012</xref>), therefore, three different dilution rates for the synthetic geothermal fluid were tested. The results were provided in <xref ref-type="sec" rid="s10">Supplementary Material</xref>. When the original geothermal fluid was tested, most of the divalent ions showed a low removal efficiency (&#x3c;40%). For In the 25&#xd7; diluted geothermal water, Sr<sup>2&#x2b;</sup> and Ba<sup>2&#x2b;</sup> showed &#x3e; 90% removal efficiency and Mg<sup>2&#x2b;</sup> showed 84% removal efficiency. When the solvent extraction method was applied to the 50&#xd7; and diluted geothermal water, all divalent ions showed significantly higher removal efficiency than for the 25&#xd7; diluted geothermal water, especially, Sr<sup>2&#x2b;</sup> and Ba<sup>2&#x2b;</sup> showed removal efficiencies greater than 97%. In both 25&#xd7; and 50&#xd7; diluted geothermal water, Ca<sup>2&#x2b;</sup> showed the highest removal efficiency (close to 100%) and Li<sup>&#x2b;</sup> showed removal efficiency about 69&#x2013;70%. Based on the results, it was concluded that the 50&#xd7; diluted geothermal water was optimal to be tested for the lithium recovery from geothermal&#x20;fluid.</p>
</sec>
<sec id="s2-2">
<title>2.2 Experimental Methods</title>
<p>In all stages of the solvent extraction, D2EHPA (97%, Sigma Aldrich, St. Louis, MO, United&#x20;States) was used as an extractant, and kerosene (Sigma-Aldrich, St. Louis, MO, United&#x20;States) was used as a diluent to control the molarity of the organic phases. During the solvent extraction process, the ratio of the organic phase to the aqueous phase was 1:1, and the two phases were mixed using a shaking incubator (SH-BSI16R, Samheung Instrument, Korea). The shaking speed and temperature were set to 150&#xa0;rpm and 25&#xb0;C, respectively, for 30&#xa0;min. After mixing the organic and aqueous phases, the two-phase solution was equilibrated until the two phases were separated in a separating funnel. The aqueous solution was reused for repetitive extractions up to four times to improve the efficiency of the removal of the divalent cations and fresh organic solvents (1.0&#xa0;M D2EHPA) were applied in every repetitive extraction. The process of the second stage was similar to the previous one but TBP (Tributyl phosphate, C<sub>12</sub>H<sub>27</sub>O<sub>4</sub>P, 98.5% purity, Daejung Co., Siheung, Korea) was used for lithium recovery in the mixture of D2EHPA and kerosene as an additive. Fresh organic solvent (1.5&#xa0;M D2EHPA &#x2b; 0.3&#xa0;M TBP) was used in every repetition and the aqueous solution was reused for repetitive extractions.</p>
<p>After every extraction cycle, 10&#xa0;ml of the aqueous phase was withdrawn and filtered with a 0.45&#xa0;&#x3bc;m polytetrafluoroethylene (PTFE) filter (Millipore, Germany) to remove particulates. The permeate was then analyzed cations and anions by inductively coupled plasma optical emission spectrometry (ICP-OES, Optima 8300, Perkin Elmer, United&#x20;States) and ion chromatography (IC, Dionex ICS-1100, Thermo Scientific, United&#x20;States). The pH level was measured using a multimeter (Orion Star A329, Thermo Fisher Scientific, United&#x20;States). The organic solution was analyzed by Fourier transform infrared spectroscopy (FT-IR spectra, Nicolet 6700, Thermo Fisher Scientific, Waltham, MA, United&#x20;States) to analyze the changes in the absorbances of the major functional groups.</p>
<p>According to Hano et&#x20;al<italic>.</italic> (1992), the chemical reaction of D2EHPA (HR) and metal ion (M<sup>n&#x2b;</sup>) can be described as <xref ref-type="disp-formula" rid="e1">Eq. 1</xref> (x: solvation number of complex)<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">HR</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2194;</mml:mo>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
</mml:msub>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">HR</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:msup>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mo>&#x2b;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<p>A chelate (metal-extractant complex) can be formed during the interaction of deprotonated D2EHPA and metal ions, and the metal ions move from the aqueous phase to the organic phase (<xref ref-type="bibr" rid="B35">Lee et&#x20;al., 2011</xref>). A proper amount of TBP would act as a synergistic reagent in the mixture of D2EHPA, TBP, and metals to increase the extraction efficiency of metal ions, and this reaction can be described as <xref ref-type="disp-formula" rid="e2">Eq. 2</xref> (<xref ref-type="bibr" rid="B14">Hano et&#x20;al., 1992</xref>; <xref ref-type="bibr" rid="B2">Amani et&#x20;al., 2017</xref>).<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi mathvariant="normal">X</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">HR</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">TBP</mml:mi>
<mml:mo>&#x2194;</mml:mo>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msub>
<mml:mi mathvariant="normal">HR</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">TBP</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi mathvariant="normal">HR</mml:mi>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>One molecule of D2EHPA from the D2EHPA-metal complex can be replaced with one molecule of TBP to react with another metal ion to increase the extraction efficiency.</p>
<p>The extraction efficiency of each metal ion is calculated by <xref ref-type="disp-formula" rid="e3">Eq. 3</xref> (<xref ref-type="bibr" rid="B19">Jafari et&#x20;al., 2018</xref>):<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mtext>Extraction&#xa0;efficiency&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mtext>%</mml:mtext>
<mml:mo>)</mml:mo>
</mml:mrow>
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<mml:mfrac>
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<mml:mrow>
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<mml:mrow>
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<mml:mi>n</mml:mi>
<mml:mo>,</mml:mo>
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<mml:mi>q</mml:mi>
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</mml:msub>
</mml:mrow>
<mml:mrow>
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<mml:mrow>
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<mml:mi>C</mml:mi>
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</mml:mrow>
<mml:mrow>
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<mml:mi>n</mml:mi>
<mml:mo>,</mml:mo>
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<mml:mi>a</mml:mi>
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</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>In <xref ref-type="disp-formula" rid="e3">Eq. 3</xref>, the concentration of a specific metal ion in the aqueous phase before solvent extraction is [C]<sub>in,aq</sub>, and the concentration of a specific metal ion in the aqueous phase after solvent extraction is [C]<sub>fin,aq</sub>.</p>
<p>Distribution ratio (D<sub>m</sub>) is the ratio of the concentration of the metal ion in the organic phase to the concentration of the metal ion in the aqueous phase and is calculated by <xref ref-type="disp-formula" rid="e4">Eq. 4</xref> (<xref ref-type="bibr" rid="B52">Ganji et&#x20;al., 2016</xref>).<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mtext>D</mml:mtext>
<mml:mtext>m</mml:mtext>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
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<mml:mo>[</mml:mo>
<mml:mi>M</mml:mi>
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<mml:mi>n</mml:mi>
<mml:mo>&#xa0;</mml:mo>
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<mml:mi>p</mml:mi>
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<mml:mi>m</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>t</mml:mi>
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<mml:mi>s</mml:mi>
<mml:mo>&#xa0;</mml:mo>
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<mml:mi>n</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>t</mml:mi>
<mml:mi>h</mml:mi>
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<mml:mi>q</mml:mi>
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</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<p>The separation factor of a specific metal ion (M<sub>1</sub>) over another metal ion (M<sub>2</sub>) in the extraction was calculated by the distribution ratio (D<sub>m</sub>), as described by <xref ref-type="disp-formula" rid="e5">Eq. 5</xref> (<xref ref-type="bibr" rid="B21">Jang et&#x20;al., 2017</xref>).<disp-formula id="e5">
<mml:math id="m5">
<mml:mrow>
<mml:msubsup>
<mml:mi>S</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mtext>D</mml:mtext>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
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<label>(5)</label>
</disp-formula>
</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and Discussion</title>
<sec id="s3-1">
<title>3.1 First Step of Solvent Extraction for the Extraction of Divalent Ions</title>
<p>The influence of different dissolved SiO<sub>2</sub> concentrations (0, 150, 350&#xa0;mg/L) in geothermal water was observed during the solvent extraction process of metal ions. <xref ref-type="fig" rid="F1">Figure&#x20;1</xref> shows the extraction efficiency of cations (Ca<sup>2&#x2b;</sup>, Sr<sup>2&#x2b;</sup>, Mg<sup>2&#x2b;</sup>, Li<sup>&#x2b;</sup>, Na<sup>&#x2b;</sup>) in geothermal fluid, with different dissolved SiO<sub>2</sub> concentrations for four extraction processes. Ba<sup>2&#x2b;</sup> was not drawn in the figure due to its lower concentration (&#x3c;0.4&#xa0;mg/L) in the initial fluid after 50&#xd7; dilution. The pH of the aqueous solution was measured after every repetition extraction process, and the range of the pH values was 1.8&#x2013;2.1 due to the production of hydrogen ions, as described in <xref ref-type="disp-formula" rid="e1">Eq.&#x20;1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>1<sup>st</sup> step removal efficiency of cations in different SiO<sub>2</sub> concentrations of geothermal water. (Sample <bold>(A)</bold>-SiO<sub>2</sub> 0&#xa0;mg/L; Sample <bold>(B)</bold>-SiO<sub>2</sub> 150&#xa0;mg/L; Sample <bold>(C)</bold>-SiO<sub>2</sub> 350&#xa0;mg/L).</p>
</caption>
<graphic xlink:href="fceng-04-741281-g001.tif"/>
</fig>
<p>The removal efficiencies of Ca<sup>2&#x2b;</sup>, Mg<sup>2&#x2b;</sup>, and Sr<sup>2&#x2b;</sup> were greater than 90% after four repetitions in all three samples. The removal rates of SiO<sub>2</sub> were also calculated after each step and the values were significantly low. For sample A and C, the removal rates of silicate ions from the aqueous side were 0% and, for sample B, the removal rate was measured as about 7% after 4 repetitions. D2EHPA affinity for cation extraction has been reported to be in the order of Ca<sup>2&#x2b;</sup> &#x3e; Sr<sup>2&#x2b;</sup> &#x3e; Mg<sup>2&#x2b;</sup> &#x3e; Li<sup>&#x2b;</sup> &#x3e; Na<sup>&#x2b;</sup> (<xref ref-type="bibr" rid="B14">Hano et&#x20;al., 1992</xref>; <xref ref-type="bibr" rid="B21">Jang et&#x20;al., 2017</xref>), and all the cations tendency satisfied in three samples. For example, as D2EHPA shows the highest affinity for Ca<sup>2&#x2b;</sup> compared to other divalent ions (<xref ref-type="bibr" rid="B14">Hano et&#x20;al., 1992</xref>; <xref ref-type="bibr" rid="B21">Jang et&#x20;al., 2017</xref>), the removal efficiency showed the highest values in all conditions as shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>.</p>
<p>The removal efficiency of cations including lithium increased as the SiO<sub>2</sub> concentration increased. Especially, the lithium removal efficiency in solution A at the first extraction was 55.5%, and the efficiency increased to 66.8 % and 77.9% in solutions B and C, respectively. To observe the effect of dissolved SiO<sub>2</sub> in the solution, distribution ratio of the cations were calculated for the first (1-1) extraction (<xref ref-type="table" rid="T2">Table&#x20;2</xref>). The D<sub>Na</sub> values in all samples indicate that the extraction of Na<sup>&#x2b;</sup> was not significant during the first solvent extraction. The distribution ratio of Ca<sup>2&#x2b;</sup> showed a decrease while the SiO<sub>2</sub> concentration increases but the other divalent ions (Sr<sup>2&#x2b;</sup> and Mg<sup>2&#x2b;</sup>) and Li<sup>&#x2b;</sup> showed higher distribution ratio in higher SiO<sub>2</sub> concentration solution.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Distribution ratio of cations ions in the first extraction stage (1-1).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">D<sub>Ca</sub>
</th>
<th align="center">D<sub>Sr</sub>
</th>
<th align="center">D<sub>Mg</sub>
</th>
<th align="center">D<sub>Li</sub>
</th>
<th align="center">D<sub>Na</sub>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Sample A</td>
<td align="char" char=".">137.1</td>
<td align="char" char=".">3.9</td>
<td align="char" char=".">2.4</td>
<td align="char" char=".">1.2</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">Sample B</td>
<td align="char" char=".">99.7</td>
<td align="char" char=".">4.5</td>
<td align="char" char=".">4.1</td>
<td align="char" char=".">2.0</td>
<td align="char" char=".">0.2</td>
</tr>
<tr>
<td align="left">Sample C</td>
<td align="char" char=".">64.3</td>
<td align="char" char=".">7.0</td>
<td align="char" char=".">7.9</td>
<td align="char" char=".">3.5</td>
<td align="char" char=".">0.2</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>After four repetitive stages of extraction, more cations were extracted from the aqueous phase and the distribution ratio of cations increased. The separation factors of three divalent ions over lithium after four stages were calculated as shown in <xref ref-type="table" rid="T3">Table&#x20;3</xref>. Ca<sup>2&#x2b;</sup> had the highest selectivity factors in the geothermal water without SiO<sub>2</sub>, and the selectivity increased when the SiO<sub>2</sub> concentrations increased in the solution. However, Sr<sup>2&#x2b;</sup> and Mg<sup>2&#x2b;</sup> showed slight decreased separation factors with the increase of SiO<sub>2</sub> concentrations.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Separation factor of divalent ions over lithium after the first extraction&#x20;step.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">S <inline-formula id="inf1">
<mml:math id="m6">
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<mml:math id="m7">
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</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="center">S <inline-formula id="inf3">
<mml:math id="m8">
<mml:mrow>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mi mathvariant="bold-italic">g</mml:mi>
</mml:mrow>
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</mml:mrow>
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</mml:mrow>
</mml:math>
</inline-formula>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Sample A</td>
<td align="char" char=".">238.5</td>
<td align="char" char=".">12.4</td>
<td align="char" char=".">3.9</td>
</tr>
<tr>
<td align="left">Sample B</td>
<td align="char" char=".">268.0</td>
<td align="char" char=".">9.9</td>
<td align="char" char=".">4.0</td>
</tr>
<tr>
<td align="left">Sample C</td>
<td align="char" char=".">411.6</td>
<td align="char" char=".">9.2</td>
<td align="char" char=".">3.9</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The absorbance of the metal-D2EHPA complex in the organic phase was analyzed using FT-IR to observe the change in the functional group during solvent extraction (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>). The result for D2EHPA before the extraction is shown in red line, and the sample A, B, and C results are shown in <xref ref-type="fig" rid="F2">Figures 2A&#x2013;C</xref>, respectively. Due to the formation of a metal-D2EHPA complex during the extraction with no SiO<sub>2</sub> ions (sample A), the absorbance of the P&#x3d;O bond (1034&#xa0;cm<sup>&#x2212;1</sup>) and the P-O-H bond (1230&#xa0;cm<sup>&#x2212;1</sup>) decreased after extraction (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). It seems that the metal ion and an electronegative P&#x3d;O bond from D2EHPA form a bond, and a hydrogen from the P&#x2013;O&#x2013;H bond is replaced with a metal ion. <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref> shows that the wavenumbers for the absorbance peaks increase as the SiO<sub>2</sub> concentrations increased, which indicates that the existence of the SiO<sub>2</sub> ions interferes with the loading of the metal ion during the solvent extraction.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>FT-IR spectra of samples <bold>(A)</bold> D2EHPA &#x2b; Kerosene &#x26; D2EHPA &#x2b; Kerosene after the 1<sup>st</sup> stage solvent extraction of the geothermal water without SiO<sub>2</sub>; <bold>(B)</bold> D2EHPA &#x2b; Kerosene &#x26; D2EHPA &#x2b; Kerosene after the 1<sup>st</sup> stage of solvent extraction of the geothermal water that contained 150&#xa0;ppm of SiO<sub>2</sub>; <bold>(C)</bold> D2EHPA &#x2b; Kerosene &#x26; D2EHPA &#x2b; Kerosene after the 1<sup>st</sup> stage of solvent extraction of the geothermal water that contained 350&#xa0;ppm of SiO<sub>2</sub>.</p>
</caption>
<graphic xlink:href="fceng-04-741281-g002.tif"/>
</fig>
<p>Although the formation of metal-D2EHPA complex was slightly inhibited by the SiO<sub>2</sub> ions in the aqueous fluid (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>), more metal ions were extracted from the aqueous solution in the existence of the SiO<sub>2</sub>. One of the explanation for that could be the silica polymerization. The silanol group (Si-O-H) originated from dissolved SiO<sub>2</sub> in geothermal water can form polymeric, colloidal, and particulate silica due to various conditions, such as pH or the presence of other ions (<xref ref-type="bibr" rid="B43">Park et&#x20;al., 2020</xref>). The polymerization of silicic acid occurs rapidly in neutral or slightly alkaline pH values and is formed slowly below pH 6.5 (<xref ref-type="bibr" rid="B46">Putera et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B43">Park et&#x20;al., 2020</xref>). Due to a low pH solution (1.8&#x2013;2.1) after every repetition extraction process, the polymerization of silicic acid actually occurs probably at a slow rate. With other divalent cations, silica polymerization can be formed because silicic acid is classified as a weak acid in geothermal water (<xref ref-type="bibr" rid="B7">Brown, 2013</xref>; <xref ref-type="bibr" rid="B43">Park et&#x20;al., 2020</xref>).</p>
</sec>
<sec id="s3-2">
<title>3.2 Second Step of Solvent Extraction for Lithium Ion Extraction</title>
<p>After removing the divalent cations from the geothermal water in the first extraction step, lithium was extracted during four repetitive cycles in the second step (<xref ref-type="fig" rid="F3">Figure&#x20;3</xref>). The [C]<sub>in,aq</sub> value in <xref ref-type="disp-formula" rid="e3">Eq. 3</xref> for all data points (2-1, 2-2, 2-3 and 2-4) is the concentration value measured after the stage 1&#x2013;4 is completed, and the [C]<sub>fin,aq</sub> value implies the concentration measured after each stage. Li<sup>&#x2b;</sup> had a higher extraction efficiency than the other monovalent cation, Na<sup>&#x2b;</sup>, for all three samples and the Li<sup>&#x2b;</sup> extraction efficiency ranged from 21.9 to 24.8%. The separation factor of Li<sup>&#x2b;</sup> over Na<sup>&#x2b;</sup> could not be calculated due to the negative extraction efficiency of Na<sup>&#x2b;</sup> ions. The separation factor of Li<sup>&#x2b;</sup> over Na<sup>&#x2b;</sup> could not be calculated due to the negative extraction efficiency of Na<sup>&#x2b;</sup> ions. <xref ref-type="bibr" rid="B20">Jang (2016)</xref> explained that the effect of TBP addition can dissolve the hydrated complex (HRn &#x2219; xH<sub>2</sub>O) that was not extracted in the previous extraction stage. If the coordination number of the metal ion is not satisfied to load from the aqueous phase to the organic phase during the extraction reaction, the metal ions can be stocked with water molecules with a creation of a hydrated complex (HRn &#x2219; xH<sub>2</sub>O) (<xref ref-type="bibr" rid="B56">Tanaka and Akaiwa, 2009</xref>). The Na<sup>&#x2b;</sup> showed relatively low extraction efficiency in the first stage due to the formation of a hydrated chelate complex with D2EHPA. TBP molecules have a low affinity with Na<sup>&#x2b;</sup> ions and the metal chelate complex (HRn &#x2219; xH<sub>2</sub>O) can be resolved in the solution by the addition of TBP, which might cause an increase of Na<sup>&#x2b;</sup> ions concentration (<xref ref-type="bibr" rid="B20">Jang, 2016</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>2<sup>nd</sup> step removal efficiency of Li and Na in different SiO<sub>2</sub> concentrations of geothermal&#x20;water.</p>
</caption>
<graphic xlink:href="fceng-04-741281-g003.tif"/>
</fig>
<p>After removing most of the divalent ions in the first step, the overall extraction efficiency of Li was calculated as shown in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>. In the first stage extraction, 71.9&#x2013;79.50% of the original lithium was lost and 21.9&#x2013;24.8% of the remaining lithium was recovered during the second stage extraction. Therefore, the overall lithium recovery rate was calculated as 4.5&#x2013;6.8%. The overall recovery of Li<sup>&#x2b;</sup> decreased from 6.8 % to 4.5% as the SiO<sub>2</sub> concentration increased. The difference between the Li<sup>&#x2b;</sup> recovery rates depends mainly on the loss of Li<sup>&#x2b;</sup> in the first step of the extraction process.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Overall Li recovery efficiency in different SiO<sub>2</sub> concentrations of geothermal&#x20;water.</p>
</caption>
<graphic xlink:href="fceng-04-741281-g004.tif"/>
</fig>
<p>A certain amount of the geothermal fluid is generally lost in EGSs during the circulation of the fluid, and less than 10% of the fluid loss would make the long-term operation of the system possible (<xref ref-type="bibr" rid="B10">Clark et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B51">Schill et&#x20;al., 2017</xref>). Therefore, in some cases, the input of new fluid such as river or lake water near the site would be required to operate the system properly. In this study, it was shown that 50&#xd7; dilution was favorable for the lithium extraction in the geothermal water. If 0.2% of the geothermal water is used for the lithium extraction, the volume of the solution after the extraction will be close to 10% of the original geothermal water volume. If further study shows that the lithium recovery is feasible from the diluted geothermal fluid with the freshwater near the EGSs, the simultaneous lithium recovery and EGS operation without fluid loss might be possible.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Conclusion</title>
<p>Solvent extraction was implemented in two repetitive stages for the recovery of Li<sup>&#x2b;</sup> from geothermal fluid. The first stage of solvent extraction was used to remove divalent cations, and the second stage was to recover Li<sup>&#x2b;</sup> selectively from the geothermal water. During the two step solvent extraction process, the total lithium recovery efficiency decreased from 6.8 % to 4.5% as the SiO<sub>2</sub> ion concentrations increased. As the concentration of SiO<sub>2</sub> ions increased from 0&#xa0;mg/L to 350&#xa0;mg/L in the geothermal water, the loss of Li ions from the aqueous phase in the first step increased from 55.5% to 77.9% and the Li recovery rates in the second step did not show significant difference (21.9&#x2013;24.8%) in different SiO<sub>2</sub> concentrations. Accordingly, the overall Li &#x2b; recovery efficiency has been decreased and it indicates that the influence of SiO<sub>2</sub> on the Li<sup>&#x2b;</sup> recovery occurs mainly in the first step of the extraction process. The separation factor of divalent ions such as Sr<sup>2&#x2b;</sup> and Mg<sup>2&#x2b;</sup> over Li<sup>&#x2b;</sup> decreased as increased SiO<sub>2</sub> concentration because greater amounts of Sr<sup>2&#x2b;</sup> and Mg<sup>2&#x2b;</sup> have been extracted with the existence of SiO<sub>2</sub> ions in the geothermal fluid. In this study, 50&#xd7; dilution was preferable to extract the lithium ions efficiently so 50&#x20;times greater volume of the solution was produced after the extraction. The solution could be added, if necessary, to the geothermal fluid for an effective EGS operation. It is well known that SiO<sub>2</sub> ions in the geothermal fluid can cause the scaling problem in geothermal systems and it was found, in this study, that SiO<sub>2</sub> ions also inhibits the selective recovery of lithium from the geothermal water. Therefore, controlling the concentrations of SiO<sub>2</sub> ions in geothermal reservoirs is suggested for the efficient operation of geothermal systems and successful recovery of lithium from the geothermal&#x20;fluid.</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/<xref ref-type="sec" rid="s10">Supplementary Material</xref>, further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This research was supported by Korea Electric Power Corporation (Grant number: R18XA06-37).</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fceng.2022.741281/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fceng.2022.741281/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.PDF" id="SM1" mimetype="application/PDF" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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