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<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">1352283</article-id>
<article-id pub-id-type="doi">10.3389/fceng.2024.1352283</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>Influence of surfactant on sol-gel-prepared TiO<sub>2</sub>: characterization and photocatalytic dye degradation in water</article-title>
<alt-title alt-title-type="left-running-head">Mkhohlakali 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/fceng.2024.1352283">10.3389/fceng.2024.1352283</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mkhohlakali</surname>
<given-names>Andile</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2598976/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jen</surname>
<given-names>Tien-Chien</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ledwaba</surname>
<given-names>Kabelo</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mapukata</surname>
<given-names>Sivuyisiwe</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2365667/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Mabowa</surname>
<given-names>Happy Mothepane</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Letsoalo</surname>
<given-names>Mokgehle R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Ntsasa</surname>
<given-names>Napo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Tshilongo</surname>
<given-names>James</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Analytical Chemistry Division</institution>, <institution>Mintek</institution>, <addr-line>Randburg</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Mechanical Engineering Science</institution>, <institution>University of Johannesburg</institution>, <addr-line>Johannesburg</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Chemical Engineering University of South Africa</institution>, <addr-line>Johannesburg</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Nanotechnology Innovation Centre (NIC)</institution>, <institution>Advanced Materials Division</institution>, <institution>Mintek</institution>, <addr-line>Randburg</addr-line>, <country>South Africa</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>School of Chemistry</institution>, <institution>University of the Witwatersrand</institution>, <addr-line>Johannesburg</addr-line>, <country>South Africa</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/2026816/overview">Ranjith G. Nair</ext-link>, National Institute of Technology, India</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/2621900/overview">Shirley Selahle</ext-link>, University of Venda, South Africa</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2548195/overview">Lethula Mofokeng</ext-link>, University of Pretoria, South Africa</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Andile Mkhohlakali, <email>Andilem@mintek.co.za</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>07</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>6</volume>
<elocation-id>1352283</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>06</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Mkhohlakali, Jen, Ledwaba, Mapukata, Mabowa, Letsoalo, Ntsasa and Tshilongo.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Mkhohlakali, Jen, Ledwaba, Mapukata, Mabowa, Letsoalo, Ntsasa and Tshilongo</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>In this study, Titanium dioxide (TiO<sub>2</sub>) nano-powder was prepared using a sol-gel process with and without surfactant. A typical non-ionic surfactant (Triton X-100) was used during the process. The phase compositions of TiO<sub>2</sub> and surfactant-assisted TiO<sub>2</sub> (TiO<sub>2</sub>-sa) were investigated by FTIR, X-ray diffraction (XRD), scanning electron microscope-energy dispersive spectroscopy (SEM-EDS), and thermogravimetric analysis (TGA). Brunauer&#x2013;Emmett&#x2013;Teller (BET) was used to determine the nano-powder&#x2019;s specific surface area and pore size distribution. Moreover, transmission electron microscopy (TEM) and selected area electron diffraction (SAED) analysis exhibited particle size in the range of 65&#x2013;85&#xa0;nm and polycrystalline phase, respectively. UV-vis spectrophotometer showed high absorption as dominating the visible region (438&#x2013;450&#xa0;nm) with relative redshift and reduced bandgap from 2.98 to 3.12&#xa0;eV upon adding surfactant on TiO<sub>2</sub>. X-ray fluorescence spectroscopy (XRF) exhibits high purity TiO<sub>2</sub> with more than 82% composition with the lowest relative standard deviation (RSD %). Moreover, the photoluminescence (PL) of TiO<sub>2</sub>-sa showed enhanced oxygen vacancies and surface defects which reduce the direct electron-photon (e/h&#x2b;) pair recombination. TiO<sub>2</sub>-sa illustrated promising characteristic features of an active photocatalyst for the degradation of organic pollutants.</p>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<fig>
<graphic xlink:href="FCENG_fceng-2024-1352283_wc_abs.tif" position="anchor"/>
</fig>
</p>
</abstract>
<kwd-group>
<kwd>sol-gel</kwd>
<kwd>surfactant assisted</kwd>
<kwd>TiO<sub>2</sub> nano-powder</kwd>
<kwd>optical properties</kwd>
<kwd>MB degradation</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Environmental Chemical Engineering</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Water contamination caused by textile dyes and other industrial dyestuffs has become a worldwide concern (<xref ref-type="bibr" rid="B24">Lellis et al., 2019</xref>; <xref ref-type="bibr" rid="B27">Liang et al., 2018</xref>). The most commonly used dyes are classified as organic contaminants, with colored waste released into the water streams during dying process&#x2014;a primary source of environmental damage (<xref ref-type="bibr" rid="B41">Shindhal et al., 2021</xref>). Furthermore, toxic byproducts generated in wastewater as a result of oxidation, hydrolysis, or other chemical reactions are considered hazardous to human health (<xref ref-type="bibr" rid="B11">Dougna et al., 2015</xref>). Over the past decade, TiO<sub>2</sub> has shown potential for the removal of organic pollutants such as methylene blue (MB), methyl orange (MO), and phenols under UV light and little visible light and air to produce hydroxyl that destroys organic dyes in photocatalytic process (<xref ref-type="bibr" rid="B7">Basavarajappa et al., 2020</xref>). However, the lack of visible region absorption, among other issues, is a bottleneck in this process. TiO<sub>2</sub> nanostructures have attracted great attention in numerous applications including ceramics, photocatalysts, photovoltaic cells, photoanodes, and sensors (<xref ref-type="bibr" rid="B44">Wang et al., 2009</xref>; <xref ref-type="bibr" rid="B6">Bahar et al., 2017</xref>).</p>
<p>TiO<sub>2</sub> is known to exist in nature in three various crystalline phases; brookite, anatase, and rutile (<xref ref-type="bibr" rid="B1">Allen et al., 2018</xref>; <xref ref-type="bibr" rid="B16">Hanaor and Sorrell, 2011</xref>). Unlike the other crystalline phases, the anatase form has a greater surface area, is more stable, and has higher activity (<xref ref-type="bibr" rid="B36">Ola and Maroto-Valer, 2015</xref>). The chemical, physical, and photocatalytic properties of TiO<sub>2</sub> are greatly influenced by the phase of the structure, and morphology is a crucial factor in assessing the material&#x2019;s appropriateness for discrete applications (<xref ref-type="bibr" rid="B4">Andronic et al., 2011</xref>). TiO<sub>2</sub> generally has a broad bandgap equivalent to 3.2&#xa0;eV along with a high surface area and is relatively non-toxic; however, it only absorbs 5% of solar radiation (energy), with the remainder being UV-Vis (<xref ref-type="bibr" rid="B8">Casino et al., 2014</xref>; <xref ref-type="bibr" rid="B3">Anderson and Bard, 1995</xref>). Furthermore, TiO<sub>2</sub> has a high rate of charge recombination of photogenerated electrons and holes. Scientists have used several techniques, including doping, to address the limitations of TiO<sub>2</sub> so as to make it a more efficient photocatalyst (<xref ref-type="bibr" rid="B3">Anderson and Bard, 1995</xref>).</p>
<p>The chemical and physical properties of metal oxide nanomaterials can be controlled by the process used to prepare them, which in turn influences the photocatalytic activity (<xref ref-type="bibr" rid="B55">Zhou, 2020</xref>). TiO<sub>2</sub> nanomaterials have been successfully synthesized utilizing a variety of methods, including hydrothermal synthesis, micro-emulsion, physical vapor deposition (PVD), chemical vapor deposition (CVD), and sol-gel (<xref ref-type="bibr" rid="B55">Zhou, 2020</xref>; <xref ref-type="bibr" rid="B20">Karami, 2010</xref>; <xref ref-type="bibr" rid="B12">Dubey, 2018</xref>; <xref ref-type="bibr" rid="B50">You et al., 2014</xref>). The St&#x4e7;ber sol-gel procedure, which was developed for the nuclear sector in 1960s, is one of the most commonly used methods for preparing metal oxides due to its ease of preparation, high degree of homogeneity, low cost (<xref ref-type="bibr" rid="B12">Dubey, 2018</xref>; <xref ref-type="bibr" rid="B33">Mohamad Saad et al., 2015</xref>), and the possibility of forming small particles at room temperature (<xref ref-type="bibr" rid="B6">Bahar et al., 2017</xref>; <xref ref-type="bibr" rid="B19">Id, 2018</xref>; <xref ref-type="bibr" rid="B52">Zhai et al., 1990</xref>; <xref ref-type="bibr" rid="B5">Attia et al., 2002</xref>). It involves controlling the NPs&#x2019; surface chemistry, size, shape, and photo-stability to further enhance photocatalytic efficiency. The studies referenced reported the hydrolysis of tetraethyl orthosilicate (TEOS), Si (OC<sub>2</sub>H<sub>5</sub>), under acid condition to form SiO<sub>2</sub>-based glass (<xref ref-type="bibr" rid="B52">Zhai et al., 1990</xref>; <xref ref-type="bibr" rid="B52">Alothman et al., 1990</xref>). However, this approach results in nanoparticle aggregation, which lowers the effective surface area of metal oxides.</p>
<p>The surfactant is one of the key factors that influence the structure-composition and photocatalytic characteristics of TiO<sub>2</sub>. Surfactants are used in this process to reduce and improve agglomeration. Surface directing agent (SDA) acts as a template and decreases surface tension while enhancing crystal nucleation and development in the reaction (<xref ref-type="bibr" rid="B18">Huang et al., 2014</xref>). It also serves as an effective medium for reducing the internal radius of particles, which in turn reduces their size and effectively addresses the aggregation issue (<xref ref-type="bibr" rid="B14">Feinle et al., 2015</xref>). In addition, surfactant and acid are used to trigger repulsive force between the particles as a result of proton adsorption that positively charges uncharged precipitates (<xref ref-type="bibr" rid="B15">Galkina et al., 2011</xref>).</p>
<p>
<xref ref-type="bibr" rid="B14">Feinle et al. (2015)</xref> investigated the effects of surfactant and acid on sol-gel-produced MgO aerogels, resulting in surfactant to aid particle dispersion. <xref ref-type="bibr" rid="B32">Andrade-Guela et al. (2018)</xref> reported the phase formation of TiO<sub>2</sub> upon the application of hydrochloric and acetic acids as (hydrolysis agents) catalysts. Few studies are evident that narrow down to the effect of surfactant on TiO<sub>2</sub>-photocatalyst for fine-tuning morphological, optical, and photocatalytic properties.</p>
<p>This study investigates the structure-morphology and photocatalytic MB dye degradation performance of TiO<sub>2</sub> upon the addition non-ionic surfactant (Triton X100) prepared by a sol-gel process. The optical properties, morphology, and phase compositions were characterized using ultraviolet&#x2013;visible (UV-Vis), photoluminescence (PL) spectroscopy, X-ray diffraction (XRD), scanning electron microscopy-energy dispersive spectroscopy (SEM-EDS), high-resolution transmission electron microscopy (TEM), Brunauer&#x2013;Emmett&#x2013;Teller (BET), Fourier transform infrared (FTIR), thermogravimetric analysis (TGA), and X-ray fluorescence spectroscopy (XRF) methods.</p>
</sec>
<sec id="s2">
<title>2 Experimental section</title>
<sec id="s2-1">
<title>2.1 Synthesis and characterization</title>
<p>The St&#x4e7;ber sol-gel method was used to prepare surfactant-assisted and -free TiO<sub>2</sub> nanoparticles. Titanium (IV) isopropoxide Ti(O<sub>i</sub>Pr)<sub>4</sub> (70%, Merck), isopropanol (97%, Sigma Aldrich), and Triton X-100 (Merck) were used as precursor, solvent, and surfactant, respectively. To prepare TiO<sub>2</sub> and surfactant assisted-TiO<sub>2</sub> (TiO<sub>2</sub>-sa), an acid hydrolysis agent was used that was composed of a mixture of 2&#xa0;M acetic acid in isopropanol (1:1 v/v). In a 100&#xa0;mL beaker, 2&#xa0;mL of Ti(OiPr)<sub>4</sub> was added to 20&#xa0;mL of isopropanol and stirred vigorously for 30&#xa0;min at 25&#xa0;&#xb0;C. Then, a solution containing 2&#xa0;mL ethanol and 1&#xa0;mL acetic acid was added while stirring, and the dense solution was stirred for 1&#xa0;h until a white gel was formed. With regard to TiO<sub>2</sub>-sa, 2&#xa0;mL Triton X-100 was added to the mixture of Ti(OiPr)<sub>4</sub> and isopropanol, and the solution was continually stirred for 1&#xa0;h to form a dense gel-like solution. This with precipitate was dried in an oven at 80&#xa0;&#xb0;C&#x2013;100&#xa0;&#xb0;C for 1&#xa0;h to form a mixture of dried gel and powder. A mortar and pestle were then used to grind to obtain white powder. Finally, the powder was calcined in a furnace at 350&#xa0;&#xb0;C for 1&#xa0;h. The process for the afromentioned method is illustred in <xref ref-type="fig" rid="F1">Figure 1</xref>
</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Synthetic route of sol-gel process for TiO<sub>2</sub> and TiO<sub>2</sub>-sa.</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g001.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>2.2 Photocatalytic degradation of methylene blue dye</title>
<p>The photocatalytic activity of as-prepared TiO<sub>2</sub> and TiO<sub>2</sub>-sa photocatalysts were evaluated by monitoring the photodegradation of MB (at &#x3bb;max &#x3d; 664&#xa0;nm) maximum absorption band in aqueous solution (600&#xa0;mL) of 20&#xa0;ppm, 0.0129&#xa0;mg of MB, and 0.15&#xa0;g of the requisite amount of TiO<sub>2</sub>-based photocatalyst mixed in a beaker. Before the irradiation employing light source (150&#xa0;W Xenon filament lamp) and 627&#xa0;nm wavelength under ambient conditions, the TiO<sub>2</sub> &#x2b; MB was stirred by magnetic stirrer in the dark for 30&#xa0;min to maintain conformal dispersion of the photocatalyst with reduced aggregation. Then 20&#xa0;mL was filtered using micro filters and taken for UV-vis analysis. The TiO<sub>2</sub> &#x2b; MB sample was stirred under irradiation with the light source situated horizontal above the beaker. At different time intervals (10, 20, 30, 40, 50&#xa0;min, 1&#xa0;h), 5&#xa0;mL of aqueous solution was taken was taken for UV-vis spectrophotometer analysis on UV 180 (Thermofisher).</p>
</sec>
<sec id="s2-3">
<title>2.3 Characterization of TiO<sub>2</sub> based materials</title>
<p>The FTIR (Bruker vertex 70) technique was used to analyze the bond stretching frequencies of TiO<sub>2</sub>. The structure and crystallinity phase of TiO<sub>2</sub>-based materials were determined using powder XRD, Bruker D8 advanced diffractometer, 20&#xa0;kV and 40&#xa0;mA operation, Cu-K radiation, &#x3d; (1.54060&#x2da;A). The patterns were obtained at 10&#x2013;90&#xb0; at a scan rate of 2&#x25e6;min&#x2212;1. Field emission scanning electron microscopy (FE-SEM) was performed using JEOL JSM-7800F with an EDS detector for elemental composition. Selected area electron diffraction (SAED) with the HRTEM analyses were performed on a JEOL (JEM-2010, Japan) at an accelerating voltage of 200&#xa0;kV. ImageJ was used to obtain particle size. Thermal analysis was conducted using TGA SDTQ-600 (Advanced Laboratory Solutions) at a heating rate of 10&#xa0;&#xb0;C/60&#xa0;s with nitrogen gas (N<sub>2</sub>) flow. N<sub>2</sub> adsorption&#x2013;desorption was determined at 77&#xa0;K. The specific surface area (SBET) of the monolayer coverage was determined using the BET method. Pore size distribution was measured from the adsorption branch of isotherm by the Barrett&#x2013;Joyner&#x2013;Halenda (BJH) method. UV-vis absorption spectra of the materials were obtained on UV 180 (Thermofisher). XRF was used to determine the elemental composition using an XRF gun X-MET8000 (expert Geo) from Hitachi.</p>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<p>In <xref ref-type="fig" rid="F2">Figure 2</xref>, all XRD patterns exhibit highly crystalline structures indexed at (101), (004) (200), (105), (211), (204), (116), (220), (215), and (224), corresponding to 2&#x3b8; &#x3d; 25.2&#xb0;, 37.5&#xb0;, 47.8&#xb0;, 54.2&#xb0;, 55&#xb0;, 62.7&#xb0;, 68.09&#xb0;, 70.2&#xb0;, 75&#xb0;, and 82&#xb0;, respectively. These results were assigned to tetragonal TiO<sub>2</sub> anatase and matched JCPD standards 01-083-5916 and 01-075-2546 for TiO<sub>2</sub> and TiO<sub>2</sub>-sa, respectively. The XRD pattern showed no additional peaks, indicating that the as-synthesized TiO<sub>2</sub>-based has no impurities. Both TiO<sub>2</sub> structures preferred anatase orientation, which might be due to the application of a weak acid such as acetic acid at room temperature and low calcination temperature (350&#xa0;&#xb0;C) which aligned with <xref ref-type="bibr" rid="B48">Wong et al. (2014)</xref>. It is worth noting that only anatase TiO<sub>2</sub> was identified here, with no rutile phase; this could be attributed to the low concentration of oxygen vacancies caused by high oxygen concentration during particle growth, preventing changeover from anatase to rutile phases (<xref ref-type="bibr" rid="B54">Zhao et al., 2007</xref>). The crystallite size of the as-prepared TiO<sub>2</sub> nano-powders was calculated from XRD patterns. Using the Debye&#x2013;Scherrer formula, the average crystallite size of the TiO<sub>2</sub> nano-powder produced was determined (<xref ref-type="bibr" rid="B49">Wu et al., 2008</xref>; <xref ref-type="bibr" rid="B43">Thiruvengadathan et al., 2013</xref>; <xref ref-type="bibr" rid="B46">Wang et al., 2015</xref>) Eq. <xref ref-type="disp-formula" rid="e1">1</xref>:<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi mathvariant="normal">D</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.9</mml:mn>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mo>/</mml:mo>
<mml:mo>&#x03B2;</mml:mo>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi mathvariant="normal">&#x3b8;</mml:mi>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>XRD patterns for TiO<sub>2</sub> and TiO<sub>2</sub>-sa.</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g002.tif"/>
</fig>
<p>The crystallite diameter is represented by D, the wavelength of Cu by &#x3bb;, the Bragg&#x2019;s angle is &#x3b8;, the full width at half maximum (FWHM) of the greatest intense diffraction planes is represented by &#x3b2;, Scherer&#x2019;s constant is 0.9, and the correction factor allows for particle shape (<xref ref-type="bibr" rid="B30">Mahshid et al., 2007</xref>). The average crystalline sizes were calculated as 38.26 and 40.01&#xa0;nm; XRD data are presented in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Average crystalline size and phase of TiO<sub>2</sub> nano-powders.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Materials</th>
<th align="left">Av. crystalline size(nm)</th>
<th align="left">Crystalline phase (%)</th>
<th align="left">Crystal structure</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">TiO<sub>2</sub>
</td>
<td align="left">38.26</td>
<td align="left">Anatase 100</td>
<td align="left">Tetragonal</td>
</tr>
<tr>
<td align="left">TiO<sub>2</sub>-sa</td>
<td align="left">40.01</td>
<td align="left">Anatase 100</td>
<td align="left">Tetragonal</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>TGA/DTA (<xref ref-type="fig" rid="F3">Figures 3A, B</xref>) was employed to evaluate the composition/decomposition and thermal stability of the as-prepared TiO<sub>2</sub> nano-powders. The rapid decay observed around 90&#xa0;&#xb0;C&#x2013;180&#xa0;&#xb0;C was ascribed to the decomposition of the adsorbed water molecules, followed by the loss of solvent (isopropyl alcohol) (<xref ref-type="bibr" rid="B13">Fang et al., 2015</xref>; <xref ref-type="bibr" rid="B2">Alothman, 2016</xref>; <xref ref-type="bibr" rid="B37">Phattepur et al., 2019</xref>). The results aligned with <xref ref-type="bibr" rid="B13">Fang et al. (2015) and</xref> <xref ref-type="bibr" rid="B23">Kubiak et al. (2020</xref>). It was observed that TiO<sub>2</sub>-sa had the highest weight loss (%), which was also attributed to the decay of Triton X-100. After 350&#xa0;&#xb0;C, thermograph curves displayed a plateau, perhaps due to the complete loss of solvent and Triton X-100; at this region, TiO<sub>2</sub> is thermal stable (<xref ref-type="bibr" rid="B37">Phattepur et al., 2019</xref>). Notably, TiO<sub>2</sub>-sa showed late decomposition, which indicated that it resisted heat better than TiO<sub>2</sub> nano-powder. The further decay of TiO<sub>2</sub>-sa after 850&#xa0;&#xb0;C might correspond to the beginning of the transformation of anatase to rutile, as described in <xref ref-type="bibr" rid="B26">Li J. et al. (2020)</xref> and <xref ref-type="bibr" rid="B47">Wetchakun and Phanichphant (2008)</xref>. In addition, <xref ref-type="fig" rid="F3">Figure 3B</xref> indicates the derivative of the TGA, which represents the temperature values at specific weight loss. For instance, the first 17.02% loss happened at 45&#xa0;&#xb0;C, followed by 8.35% at 240&#xa0;&#xb0;C for TiO<sub>2</sub>. In contrast to TiO<sub>2</sub>-sa, the highest weight loss of 48.78% occurred at 330&#xa0;&#xb0;C.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>
<bold>(A)</bold> TGA and <bold>(B)</bold> DTA data for TiO2 and TiO2-sa.</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g003.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F4">Figures 4A and B</xref> represent BET results for N<sub>2</sub> adsorption/desorption isotherms at 77K, BET specific surface area, pore volume and BJH pore size distribution of TiO<sub>2</sub> and TiO<sub>2</sub>-sa. It was observed that the isotherms of as-synthesized TiO<sub>2</sub> nano-powders demonstrated a typical type-II isotherm as the International Union of Pure and Applied Chemistry (IUPAC) defines the H3 type. It is noteworthy that a hysteresis loop can be seen in the <italic>p</italic>/p<sup>o</sup> ranges of 0.6&#x2013;1.0 and 0.75&#x2013;1.0 for TiO<sub>2</sub> and TiO<sub>2</sub>-sa isotherms, respectively. The obtained results suggested the existence of interconnected mesoporous TiO<sub>2</sub> nano-powders, similar to that reported in literature [34]. Furthermore, upon the addition of Triton X-100, loop hysteresis shifted to high relative pressures (p/p<sup>o</sup>), indicating pore volume transformation. Kubiak et al. (2020) compared BET and BJH parameters for Triton X-100-assisted TiO<sub>2</sub> and pluronic P123-assisted TiO<sub>2</sub> and found that pore volume and specific surface area were enhanced and the hysteresis loop shifted to higher pressure regions for assisted TiO<sub>2</sub>. BET-specific surface area, average pore size, and pore volume are summarized in <xref ref-type="table" rid="T2">Table 2</xref>. The incorporation of a Triton X-100 contributed to the increase of specific surface area&#x2014;150&#xa0;cm<sup>2</sup>&#xa0;g<sup>-1</sup> in contrast to its counterpart at 90&#xa0;cm<sup>2</sup>&#xa0;g<sup>-1</sup>. In addition, pore size distribution (<xref ref-type="fig" rid="F5">Figures 5A, B</xref>: insert) was correlated to the above results, where two prominent peaks centered at around 10&#x2013;30&#xa0;nm. The average pore size was 0.13 nm for TiO<sub>2</sub> and 0.58&#xa0;nm for TiO<sub>2</sub>-sa. Nonetheless, mesoporous volume increased from 0.20&#xa0;cm<sup>3</sup>&#xa0;g<sup>-1</sup> for TiO<sub>2</sub> to 0.37&#xa0;cm<sup>3</sup>&#xa0;g<sup>-1</sup> for TiO-sa. Surfactant was able to modify pore size, pore volume, and specific surface area.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>N<sub>2</sub> adsorption/desorption isotherm and corresponding BJH pore size distribution: insert of <bold>(A)</bold> TiO<sub>2</sub> and <bold>(B)</bold> TiO<sub>2</sub>-sa.</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g004.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>BET results of TiO<sub>2</sub> and TiO<sub>2</sub>-sa nano-powders.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Materials</th>
<th align="left">BET (m<sup>2</sup>/g)</th>
<th align="left">Average pore size (nm)</th>
<th align="left">Pore volume (m<sup>3</sup>/g)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">TiO<sub>2</sub>
</td>
<td align="left">90.00</td>
<td align="left">0.13</td>
<td align="left">0.20</td>
</tr>
<tr>
<td align="left">TiO<sub>2</sub>-sa</td>
<td align="left">150.00</td>
<td align="left">0.58</td>
<td align="left">0.37</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>FE-SEM and EDS data for <bold>(A&#x2013;C)</bold> TiO<sub>2</sub> and <bold>(C&#x2013;F)</bold> TiO<sub>2</sub>-sa.</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g005.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F5">Figures 5A&#x2013;F</xref> display the SEM-EDS images of TiO<sup>2</sup> and TiO<sub>2</sub>-sa. TiO<sub>2</sub> showed well-defined nanoparticle surface morphology. Aggregated spheres could be caused by the nature of the sol-gel process. EDS revealed the existence of Ti and O, which confirmed metal oxide formation by sol-gel process, with the latter results aligning with FTIR (<xref ref-type="fig" rid="F5">Figure 5A</xref>). Minor impurities are observed, such as Au and Pb, which are ascribed to gold-coating during sample preparation for SEM analysis. Small Pb (0.1&#xa0;wt%) impurity may be attributed to contamination. It was observed that the surface morphology of TiO<sub>2</sub>-sa improved agglomeration and reduced particle size upon the addition of a Triton X-100 surfactant. The results agreed strongly with TEM images (<xref ref-type="fig" rid="F5">Figure 5</xref>). <xref ref-type="bibr" rid="B18">Huang et al., (2014)</xref> improved nickel particle dispersion by using various surfactants, including Triton X-100.</p>
<p>
<xref ref-type="fig" rid="F6">Figures 6A&#x2013;F</xref> denote TiO<sub>2</sub>-based materials which were investigated by HRTEM analysis. TiO<sub>2</sub> particles showed uneven morphology due to the coalescing of particles comprising big particles, single particles, and particle clusters forming larger aggregates. Average particle size was 65&#x2013;85&#xa0;nm. It was observed that the incorporation of Triton X-100 reduced the size of particles as chemical dispersant agents from 85&#xa0;nm to 65&#xa0;nm. Furthermore, the SAED pattern of the surfactant-assisted TiO<sub>2</sub> nano-powder exhibited a defined pattern, indicating a polycrystalline (polymorphic rings) nature <xref ref-type="bibr" rid="B37">Phattepur et al. (2019</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>HR-TEM, SAED micrograph data, and histogram of <bold>(A&#x2013;C)</bold> TiO<sub>2</sub> and <bold>(D&#x2013;F)</bold> TiO<sub>2</sub>-sa.</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g006.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F7">Figure 7</xref> illustrates the FTIR spectra of TiO<sub>2</sub> &#x2013;based materials. Typical metal oxide peaks were observed. The spectra showed the stretching vibrations of &#x3c5; (O&#x2013;Ti&#x2013;O) around 580&#xa0;cm<sup>-1</sup> and &#x475;(O&#x2013;Ti&#x2013;O) at 780&#xa0;cm<sup>-1</sup>, which indicated the characteristics of TiO<sub>2</sub> formation (<xref ref-type="bibr" rid="B28">Liu et al., 2012</xref>). Strong bending vibrations appearing at 1480.00&#xa0;cm<sup>-1</sup> and 1500.00&#xa0;cm<sup>-1</sup> were assigned to titanol &#x3c5; (Ti&#x2013;OH) and water molecules, respectively (<xref ref-type="bibr" rid="B54">Zhao et al., 2007</xref>). The consecutive peak around 1620&#xa0;cm<sup>-1</sup> was due to the asymmetric vibration of &#x3c5; (C&#x3d;O) bond and &#x3c5;(Ti&#x2013;O&#x2013;C) bond from the used precursor, solvent, and hydrolyzing agent (<xref ref-type="bibr" rid="B28">Liu et al., 2012</xref>). The vibration around 2600&#xa0;cm<sup>-1</sup> was attributed to &#x3c5; (&#x3d;C&#x2013;H) bond of solvent and surfactant (<xref ref-type="bibr" rid="B28">Liu et al., 2012</xref>; <xref ref-type="bibr" rid="B38">Ravishankar et al., 2020</xref>). The broad peak at 3300&#xa0;cm<sup>-1</sup> was ascribed to the hydroxyl (-OH) group from adsorbed water molecules (<xref ref-type="bibr" rid="B34">Murashkevich et al., 2008</xref>; <xref ref-type="bibr" rid="B40">Sharma and Lee, 2020</xref>). It is noteworthy that the weak intensity for &#x3c5;(Ti&#x2013;O&#x2013;Ti) reveal the lack of a rutile phase which aligned with XRD results (<xref ref-type="fig" rid="F2">Figure 2</xref>). The &#x3c5;(&#x2013;OH) peak centering at around 3300&#xa0;cm<sup>-1</sup> was relatively weaker for TiO<sub>2</sub>-sa, which might be due to the surface modification of TiO<sub>2</sub>. In addition, the reduction in the intensity of (OH) vibration bands indicates the reduced amount of H<sub>2</sub>O of crystallization in TiO<sub>2</sub>-sa.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>FTIR spectra for TiO<sub>2</sub> and TiO<sub>2</sub>-sa.</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g007.tif"/>
</fig>
</sec>
<sec id="s4">
<title>4 Statistical analysis</title>
<p>All samples (TiO<sub>2</sub> and TiO<sub>2</sub>-sa) including certified reference material (CRM) were run in duplicates, and the data was expressed into two decimals (<xref ref-type="table" rid="T3">Table 3</xref>). Using Horwitz to determine the closeness and differences of the values, the data indicated that both samples and CRMs were within acceptable limits. In addition, the elemental composition of TiO<sub>2</sub> is illustrated in <xref ref-type="sec" rid="s11">Supplementary Figures S1, S2</xref> and <xref ref-type="table" rid="T3">Table 3</xref>. It is evident that the composition of TiO<sub>2</sub> is 82%&#x2013;88%. The results indicate the high purity of the as-synthesized TiO<sub>2</sub>. The results for certified reference materials (CRM) &#x2014;NIST 2711&#x2014;exhibit 0.54%, which is within acceptable limits (0.54 &#xb1; 0.023) according to Horwitz, indicating the reproducibility, 99.99% recovery, and low relative standard deviation (RSD %). The later results show that the acceptable method developed using XRF Analyzer WingUI software is valid.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Summary of elemental composition of TiO<sub>2</sub> from XRF.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Sample ID</th>
<th align="left">Ti (%)</th>
<th align="left">Conversion factor</th>
<th align="left">TiO<sub>2</sub> (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">TiO<sub>2</sub>-1A</td>
<td align="left">52.78</td>
<td rowspan="2" align="left">1.668</td>
<td align="left">88.03</td>
</tr>
<tr>
<td align="left">TiO<sub>2</sub>-1B</td>
<td align="left">52.73</td>
<td align="left">87.96</td>
</tr>
<tr>
<td align="left">Average</td>
<td align="left">52.76</td>
<td align="left"/>
<td align="left">88.00</td>
</tr>
<tr>
<td align="left">SD</td>
<td align="left">0.03</td>
<td align="left"/>
<td align="left">0.05</td>
</tr>
<tr>
<td align="left">RSD%</td>
<td align="left">0.06</td>
<td align="left"/>
<td align="left">0.06</td>
</tr>
<tr>
<td align="left">TiO<sub>2</sub>-sa 2A</td>
<td align="left">49.15</td>
<td rowspan="2" align="left">1.668</td>
<td align="left">81.98</td>
</tr>
<tr>
<td align="left">TiO<sub>2</sub>-sa 2B</td>
<td align="left">49.17</td>
<td align="left">82.02</td>
</tr>
<tr>
<td align="left">Average</td>
<td align="left">49.16</td>
<td align="left"/>
<td align="left">82</td>
</tr>
<tr>
<td align="left">SD</td>
<td align="left">0.02</td>
<td align="left"/>
<td align="left">0.03</td>
</tr>
<tr>
<td align="left">RSD %</td>
<td align="left">0.04</td>
<td align="left"/>
<td align="left">0.04</td>
</tr>
<tr>
<td align="left">CRM NIST 2711 3A</td>
<td align="left">0.32</td>
<td rowspan="2" align="left">1.668</td>
<td align="left">0.53</td>
</tr>
<tr>
<td align="left">CRM NIST 3B</td>
<td align="left">0.32</td>
<td align="left">0.54</td>
</tr>
<tr>
<td align="left">Actual value</td>
<td align="left">0.306&#xa0;&#xb1;&#xa0;0.023</td>
<td align="left"/>
<td align="left">0.54&#xa0;&#xb1;&#xa0;0.023</td>
</tr>
<tr>
<td align="left">Average</td>
<td align="left">0.32</td>
<td align="left"/>
<td align="left"/>
</tr>
<tr>
<td align="left">SD</td>
<td align="left">0.0</td>
<td align="left"/>
<td align="left">0.00</td>
</tr>
<tr>
<td align="left">RSD %</td>
<td align="left">0.00</td>
<td align="left"/>
<td align="left">0.00</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The UV-vis absorbance spectra of as-synthesized TiO<sub>2</sub> are illustrated in <xref ref-type="fig" rid="F8">Figure 8A</xref>. TiO<sub>2</sub> and TiO<sub>2</sub>-sa is dominated by the visible region around 475.00 and 500.00&#xa0;nm, which is more redshifted than known TiO<sub>2</sub> absorption (380.00&#xa0;nm). In addition, upon the addition of Triton X-100 on TiO<sub>2</sub> during sol-gel process, a significant bathochromic shift (higher wavelength from 475.00 to 500.00&#xa0;nm) and enhanced absorbance were observed. <xref ref-type="bibr" rid="B12">Dubey (2018)</xref> reported a surfactant-free agglomerated TiO<sub>2</sub> synthesized sol-gel process; the wavelength obtained was &#x003c;400&#xa0;nm with the bandgap of 3.38&#xa0;eV. <xref ref-type="fig" rid="F7">Figure 7B</xref> confirms these results by displaying Tauc plot to estimate the optical bandgap as described <xref ref-type="bibr" rid="B54">Zhao et al. (2007)</xref>. The band gap was reduced from 3.12 to 2.98&#xa0;eV upon the incorporation of Triton X-100 as displayed in <xref ref-type="fig" rid="F8">Figure 8B</xref>.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>
<bold>(A)</bold> UV-vis and <bold>(B)</bold> Tauc plot of TiO<sub>2</sub> and TiO<sub>2</sub>-sa.</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g008.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F9">Figure 9</xref> compares the photoluminescence (PL) of TiO<sub>2</sub> and TiO<sub>2</sub>-sa controlled at the different excited wavelengths of 350&#xa0;nm and 400&#xa0;nm. It was established that the curves are similar in shape, suggesting that surfactant did not lead to a new PL phenomenon (<xref ref-type="bibr" rid="B24">Lellis et al., 2019</xref>; <xref ref-type="bibr" rid="B34">Murashkevich et al., 2008</xref>; <xref ref-type="bibr" rid="B45">Wang et al., 2018</xref>). However, TiO<sub>2</sub>-sa exhibited blue-shift. The intense peak observed at around 440&#x2013;480&#xa0;nm is generally attributed to a hole&#x2013;electron recombination [42]. At this wavelength, TiO<sub>2</sub>-sa indicates the low intensity which may be ascribed to the reduction of the recombination reaction compared to the TiO<sub>2</sub> counterpart (<xref ref-type="bibr" rid="B41">Shindhal et al., 2021</xref>). The other peaks in a broad region from 481 to 561&#xa0;nm originated from oxygen vacancies and Ti<sup>3&#x2b;</sup> (<xref ref-type="bibr" rid="B51">Zeng et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Kasinathan et al., 2016</xref>), which is the transition of two electrons trapped in conduction to valance bands (band&#x2013;band) (<xref ref-type="bibr" rid="B10">Dastan and Chaure, 2014</xref>). Generally, the increase in oxygen vacancies and surface defects corresponds to the increase in surface area (<xref ref-type="bibr" rid="B44">Wang et al., 2009</xref>; <xref ref-type="bibr" rid="B9">Chauhan et al., 2020</xref>). Moreover, this region (481&#x2013;561) is attributed to the emission of bandgap transition and excitonic PL that resulted from the surface O<sub>2</sub> vacancies and surface defects. The PL of TiO<sub>2</sub>-sa showed an enhanced surface defect induced by an enhanced surface area upon the addition of surfactant, suppressing the direct electron&#x2013;photon (e&#x2212;/h<sup>&#x2b;</sup>) pair recombination (<xref ref-type="bibr" rid="B25">Li D. et al., 2020</xref>). These defects tend to create a new energy level just below the valence band which may create a trapping site and prevent recombination (<xref ref-type="bibr" rid="B35">Niu et al., 2020</xref>). This result indicates that TiO<sub>2</sub>-sa exhibited higher surface area upon the addition of surfactant. It is believed that the surface area, crystallinity, and phase play a big role in the photocatalytic removal of organic pollutants such as MB, including textile dyes. Therefore, the PL results have a strong agreement with the photocatalytic results in <xref ref-type="fig" rid="F10">Figure 10A</xref>.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>PL of TiO<sub>2</sub> and TiO<sub>2</sub>-sa at 350&#xa0;nm and 400&#xa0;nm.</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g009.tif"/>
</fig>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>
<bold>(A)</bold> Illustrated MB degradation of TiO<sub>2</sub> and <bold>(B)</bold> comparable MB degradation efficiency under visible light irradiation. <bold>(C)</bold> comparable degradation profile (rate constant).</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g010.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F10">Figures 10A and B</xref> denote the photodegradation curve of MB from 200 to 800&#xa0;nm (<xref ref-type="bibr" rid="B26">Zhang et al., 2019</xref>; <xref ref-type="bibr" rid="B17">Hou et al., 2018</xref>; <xref ref-type="bibr" rid="B5">Wang et al., 2018</xref>). It was observed that absorbance and concentration decrease with time. The degradation efficiency (X) of the dye 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>X</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>where <italic>X</italic> (%), <italic>A</italic>
<sub>
<italic>0</italic>
</sub>, and <italic>A</italic>
<sub>
<italic>t</italic>
</sub> represent the degradation efficiency, initial absorbance in zero irradiation, and absorbance after a given time interval, respectively. It can be seen that the dye photodegradation percentage increases with time until it reached 96.9% after an hour with TiO<sub>2</sub>-sa (<xref ref-type="fig" rid="F10">Figure 10A</xref>). Furthermore, TiO<sub>2</sub>-sa showed an improvement in degradation as compared to its counterpart (TiO<sub>2</sub> &#x3d; 75.36%) after 60&#xa0;min of visible light irradiation. Due to this later result, it was believed that the photodegradation reaction rate followed the first-order Langmuir&#x2013;Hinshelwood kinetics model. Therefore, the degradation rate was studied using Eq. <xref ref-type="disp-formula" rid="e3">3</xref>:<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mi mathvariant="normal">ln</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>k</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>where the degradation rate constant <italic>kt</italic> (k, min<sup>-1</sup>) was determined from the slope of the straight line of <inline-formula id="inf1">
<mml:math id="m4">
<mml:mrow>
<mml:mi>l</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula> against the time interval <italic>t</italic> (<xref ref-type="fig" rid="F10">Figure 10C</xref>) as a function of the experimental parameters used. The value was 0.03 and 0.05 for TiO<sub>2</sub>-sa and TiO<sup>2</sup> respectively.</p>
<p>The mechanism of activity of TiO<sub>2</sub> photocatalysts in MB degradation is depicted in <xref ref-type="fig" rid="F11">Figure 11</xref>. In short, the TiO<sub>2</sub> photocatalysts produce holes in the valence band when they are exposed to UV light because of an electron transfer from the valence to conduction bands (<bold>1</bold>) (<xref ref-type="bibr" rid="B31">Mapukata and Nyokong, 2020</xref>; <xref ref-type="bibr" rid="B39">Sakar et al., 2019</xref>). The electrons and holes thus formed can readily reduce and oxidize the pollutants adsorbed on their surface. This is due to their ability to facilitate the formation of superoxide radicals (O<sup>2&#x22C5;&#x2212;</sup>) from atmospheric oxygen (<bold>2</bold>) and hydroxyl radicals (<sup>&#x22C5;</sup>OH) from water <bold>(3)</bold>. The photo-generated radicals can, in turn, oxidize and degrade organic materials like MB into CO<sub>2</sub> and H<sub>2</sub>O (<xref ref-type="bibr" rid="B22">Kim et al., 2011</xref>; <xref ref-type="bibr" rid="B29">Madkhali et al., 2023</xref>).</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Mechanism of TiO<sub>2</sub>-sa based photodegradation of MB.</p>
</caption>
<graphic xlink:href="fceng-06-1352283-g011.tif"/>
</fig>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>A facile sol-gel was successfully applied to synthesize anatase TiO<sub>2</sub> nano-powders at low preparation and calcination temperatures. It was found that the addition of Triton X-100 modified the structure, morphology, and optical properties of TiO<sub>2</sub>-based materials. Characterization of TiO<sub>2</sub> revealed that the use of Triton X-100 surfactants played a vital role by reducing the average crystalline size and triggering the polycrystalline phase. TEM images showed reduced particle size when surfactant was introduced. TGA confirmed that calcination at above 350&#xa0;&#xb0;C completely removed the surfactant, showed thermal stable TiO<sub>2</sub> based nano-powders. In addition, the incorporation of surfactant enhanced surface area and optical properties through UV-vis red-shift up to the visible region (510&#xa0;nm) and optical bandgap reduction. The PL of TiO<sub>2</sub>-sa showed enhanced oxygen vacancies induced by an enhanced surface area upon the addition of surfactant which inhibited the direct electron-photon (e/h<sup>&#x2b;</sup>) pair recombination. These results agree strongly with photocatalytic results. TiO<sub>2</sub>-sa showed plausible structural and optical properties and higher photocatalytic dye degradation than its counterparts (pure TiO<sub>2</sub>), making it a promising photocatalyst for the removal of organic pollutants in water.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s11">Supplementary Material</xref>; further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author contributions</title>
<p>AM: Conceptualization, Formal Analysis, Methodology, Writing&#x2013;original draft. T-CJ: Funding acquisition, Resources, Supervision, Writing&#x2013;review and editing. KL: Data curation, Writing&#x2013;review and editing, SM: Data curation, Formal Analysis, Writing&#x2013;review and editing. HM: Data curation, Software, Writing&#x2013;review and editing. ML: Data curation, Formal Analysis, Writing&#x2013;review and editing. NN: Data curation, Resources, Writing&#x2013;review and editing. JT: Data curation, Funding acquisition, Resources, Supervision, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The authors declare that financial support was received for the research, authorship, and/or publication of this article. This work was funded by Mintek grant number: ASR-00024035) and the University of Johannesburg.</p>
</sec>
<ack>
<p>The authors are grateful for the financial support from the Mintek and University of Johannesburg research council (URC).</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<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="s10">
<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="s11">
<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.2024.1352283/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fceng.2024.1352283/full&#x23;supplementary-material</ext-link>
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