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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1165402</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2023.1165402</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemistry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Incorporation and solidification mechanism of manganese doped cement clinker</article-title>
<alt-title alt-title-type="left-running-head">Yang 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/fchem.2023.1165402">10.3389/fchem.2023.1165402</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Nan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Aihong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Qing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cui</surname>
<given-names>Yanshuai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Zhaojia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gao</surname>
<given-names>Yukun</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Guo</surname>
<given-names>Jianping</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/2160442/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>State Key Laboratory of Solid Waste Reuse for Building Materials</institution>, <institution>Beijing Building Materials Academy of Science Research</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Key Laboratory of Bio-Inspired Smart Interfacial Science and Technology of Ministry of Education</institution>, <institution>School of Chemistry</institution>, <institution>Beihang University</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1087977/overview">Xiang Lin</ext-link>, dalian minzu university, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2041849/overview">Ben-Liang Liang</ext-link>, Beijing Jiaotong University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2244144/overview">Li Jiang</ext-link>, China Jiliang University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Jianping Guo, <email>guojianping@bmtbj.cn</email>; Yukun Gao, <email>gaoyukun@buaa.edu.cn</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Analytical Chemistry, a section of the journal Frontiers in Chemistry</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>04</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1165402</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>02</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>27</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Yang, Li, Liu, Cui, Wang, Gao and Guo.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Yang, Li, Liu, Cui, Wang, Gao and Guo</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>Using municipal and industrial solid waste as a substitute raw material and fuel in cement rotary kiln co-processing is considered an economic and environmentally friendly alternative to the use of traditional fuels. However, the presence of heavy metals in solid waste is a growing concern in the cement rotary kiln co-processing technique. The solidification mechanism of heavy metals in cement clinker is directly related to their stabilization. Cement clinkers doped with manganese oxide (MnO<sub>2</sub>: 0.0%&#x2013;5.0% wt%) were prepared in a laboratory to investigate the impacts of extrinsic Mn on cement clinker calcination. The insignificant changes in X-ray diffractometer patterns indicated that the fixed Mn had little influence on the mineral lattice structure. Raman spectra and X-ray photoelectron spectroscopy revealed the transformation of the silicate phase when the Mn dose was increased. Moreover, the satisfactory solidification ratio confirmed the incorporation of Mn in the cement clinker. These results provided evidence of the influence rule of Mn in the cement clinker calcination process. Furthermore, Raman spectroscopy showed great potential for the qualitative and semi-quantitative analysis of the cementitious materials derived from cement rotary kiln co-processing. These results will be important for the further development of green cement manufacturing technology.</p>
</abstract>
<kwd-group>
<kwd>heavy metals</kwd>
<kwd>Raman</kwd>
<kwd>XPS</kwd>
<kwd>cement kiln co-processing</kwd>
<kwd>immobilization</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>With the rapid urbanization and infrastructure development in China, the safe disposal of the increasing volumes of municipal and industrial solid waste (SW) is becoming a key environmental issue (<xref ref-type="bibr" rid="B33">Wang et al., 2016</xref>; <xref ref-type="bibr" rid="B14">Gong et al., 2022</xref>). The heavy metals contained in SW may cause pollution of soil, surface water, and groundwater (<xref ref-type="bibr" rid="B38">Yan et al., 2018</xref>; <xref ref-type="bibr" rid="B35">Wang et al., 2022</xref>). For example, the accumulation of manganese (Mn) tailings and electrolytic Mn slag have generated environmental and human health problems, even resulting in central nervous system disease unless obtained appropriate treatment after exposure (<xref ref-type="bibr" rid="B34">Wang et al., 2018</xref>; <xref ref-type="bibr" rid="B39">Zhang et al., 2021</xref>). Cement rotary kiln co-processing of SW is a widely accepted sustainable and economic technique used to dispose of the Mn contained in SW (<xref ref-type="bibr" rid="B16">He et al., 2021</xref>; <xref ref-type="bibr" rid="B14">Gong et al., 2022</xref>; <xref ref-type="bibr" rid="B17">He et al., 2022</xref>; <xref ref-type="bibr" rid="B32">Vaiciene and Simanavicius, 2022</xref>). Due to its high calcination temperature and long residence time, the technique is commonly used to fix trace non-volatile harmful ingredients (<xref ref-type="bibr" rid="B40">Zhao et al., 2020</xref>). Additionally, the relatively stable alkaline environment in cement kilns can be adapted to manage the complex constituents of SW (<xref ref-type="bibr" rid="B36">Wang et al., 2014</xref>; <xref ref-type="bibr" rid="B37">Xu et al., 2019</xref>).</p>
<p>Taking advantage of the Mn contained SW as a substitute raw material is considered to be a well-established strategy for the harmless disposal of waste materials and resource utilization (<xref ref-type="bibr" rid="B31">Ukic et al., 2013</xref>). Nath and Kumar&#x2019;s group (<xref ref-type="bibr" rid="B23">Nath and Kumar, 2016</xref>) used silico-Mn slag as a component in blended cement, and investigated whether incorporating Mn would lower the reactivity and strength of the cement at the early stage of production. Manganese slag can also be used as a binder and aggregate in Portland cement and concrete, thus improving the mechanical strength and enhancing the properties of the concrete (<xref ref-type="bibr" rid="B24">Nath et al., 2022</xref>). In addition to their mechanical influences, the impacts of extrinsic heavy metals on the cement clinker calcination process have attracted much attention recently. It has been reported that a high Mn content promotes the formation of belite that can be incorporated into the mineral phase (<xref ref-type="bibr" rid="B2">Bhatty, 1995</xref>). However, the incorporation and lattice substitution mechanism of Mn in clinker remains poorly understood.</p>
<p>There are many analytical instruments available that can characterize the properties of heavy metals in solidified cement materials. The routinely used measurement techniques (e.g., X-ray fluorescence (XRF), X-ray diffraction (XRD), scanning electron microscopy (SEM)) can provide chemical and physical information, such as the chemical composition, morphology, and particle size distribution (<xref ref-type="bibr" rid="B8">Contessi et al., 2021</xref>; <xref ref-type="bibr" rid="B26">Polavaram and Garg, 2021</xref>). Additionally, X-ray photoelectron spectroscopy (XPS), can be used for the surface characterization of the clinker composition (<xref ref-type="bibr" rid="B18">Kalina et al., 2014</xref>; <xref ref-type="bibr" rid="B29">Singh et al., 2020</xref>). The binding energy corresponding to specific elements will shift as the chemical bonding environment changes, which provides useful information for elemental analysis (<xref ref-type="bibr" rid="B5">Black et al., 2003</xref>). The use of Raman spectroscopy, another powerful analytical technique with non-destructive and ultrasensitive properties, was first demonstrated in cementitious materials/cement chemistry by Bensted (<xref ref-type="bibr" rid="B1">Bensted, 1977</xref>). It has since been widely applied in this research area, including monitoring the evolution of hydration products, the Raman imaging of the mineral phase distribution, and <italic>in situ</italic> Raman analysis of cement paste (<xref ref-type="bibr" rid="B3">Black et al., 2006</xref>; <xref ref-type="bibr" rid="B12">Garg et al., 2013</xref>; <xref ref-type="bibr" rid="B15">Hasanzadeh et al., 2016</xref>; <xref ref-type="bibr" rid="B21">Masmoudi et al., 2017</xref>; <xref ref-type="bibr" rid="B26">Polavaram and Garg, 2021</xref>; <xref ref-type="bibr" rid="B20">Krol et al., 2022</xref>). In a recent study, Raman spectroscopy was also used to explore the heavy metals stabilization mechanisms in a cement-stabilized contaminated soil system (<xref ref-type="bibr" rid="B8">Contessi et al., 2021</xref>). Raman spectroscopy therefore has an important role in the study of cement clinker phases.</p>
<p>In this study, ordinary clinker doped with manganese dioxide (MnO<sub>2</sub>) was sintered in a laboratory furnace, and the physical chemical properties of clinker doped with 0.0&#x2013;5.0&#xa0;wt% MnO<sub>2</sub> were evaluated. The Raman spectrum was obtained to analyze the mineral phase changes introduced by the addition of Mn. Additionally, the XPS spectrum was used to investigate the chemical environment of Mn, and further explore the heavy metal immobilization mechanism of cementitious materials. In this study, the results provided scientific evidence for the application of Raman spectroscopy in the cement rotary kiln co-processing technique, which will promote the development of green cement manufacturing technology.</p>
</sec>
<sec id="s2">
<title>Experimental</title>
<sec id="s2-1">
<title>Reagents</title>
<p>Manganese dioxide [MnO<sub>2</sub>, analytical reagent (AR)] and hydrofluoric acid [HF, guaranteed reagent (GR)] were purchased from Aladdin (Shanghai, China). Nitric acid (HNO<sub>3</sub>, GR) and hydrochloric acid (HCl, GR) were purchased from Beijing chemical works (Beijing, China).</p>
</sec>
<sec id="s2-2">
<title>Materials</title>
<p>The cementitious materials in the test consisted of fluorite, sandstone, gypsum, bauxite, and limestone, which were provided by BBMG Liushui Environmental Protection Technology Co., Ltd. cement plant (Beijing, China).</p>
</sec>
<sec id="s2-3">
<title>Characterization</title>
<p>The chemical characterization was determined by XRF (Axios Max, PANalytical, Holland). The mineralogical phases were identified by XRD (Ultima IV, Rigaku, Japan) using 2&#x3b8; angle range of 5.0&#xb0;&#x2013;80&#xb0; with a scan rate of 0.2&#xa0;s per step and a step size of 0.02. The CuK&#x3b1; radiation (&#x3d;1.5418&#xa0;&#xc5;) was generated at 40&#xa0;kV and 40&#xa0;mA. The heavy metals were measured by Inductively Coupled Plasma-Mass Spectrometry (ICP-MS, NexION 300X, Perkin Elmer, United States).</p>
<p>Raman spectra were recorded with a JY HR800 Raman spectrometer (HORIBA, Japan), equipped with a &#xd7;50 objective lens (numerical aperture (NA) &#x3d; 0.5) and a He&#x2212;Ne laser with 514 and 633&#xa0;nm wavelength. The laser power values measured in the experiments were obtained from a power meter (0.75&#xa0;mW at the samples with a spot area of approximately 1.4&#xa0;&#x3bc;m<sup>2</sup>). The Raman band of a silicon wafer at 520.8 cm<sup>&#x2212;1</sup> was used to calibrate the spectrometer. The data integration time was 5&#xa0;s for two accumulations.</p>
<p>The XPS analysis was carried out using an AXIS Supra X-ray photoelectron spectrometer with a monochromatic Al K&#x3b1; (h&#x3bd; &#x3d; 1486.7&#xa0;eV) X-ray source operating at 225&#xa0;W. The XPS spectra were measured under a 2 &#xd7; 10<sup>&#x2212;8</sup>&#xa0;Pa vacuum, and the high resolution spectra were measured with a step size of 0.1&#xa0;eV and pass energy of 20&#xa0;eV. A standard Shirley background was used for all analyses. The binding energies were calibrated using the adventitious carbon peak at 284.8&#xa0;eV.</p>
</sec>
<sec id="s2-4">
<title>Preparation of the Mn doped clinker</title>
<p>Manganese ions were introduced into the raw materials (RMs) in the form of MnO<sub>2</sub> at doses of 0.0, 0.5, 1.0, 2.0, 3.0, 4.0, and 5.0&#xa0;wt%, which were referred to as CM-Blank, CM-0.5%, CM-1.0%, CM-2.0%, CM-3.0%, CM-4.0%, and CM-5.0%, respectively. The composition of the cement designed for the study is presented in <xref ref-type="table" rid="T1">Table 1</xref>. All materials were ground in a vibrating ball mill for 10&#xa0;min and then the powder was pressed into cylindrical blocks (diameter &#x3d; 7&#xa0;mm, height &#x3d; 5&#xa0;mm) at 100&#xa0;kN to ensure a more uniform clinkering process. The cylindrical blocks were placed in a corundum crucible and heated up to 1450&#xb0;C at a rate of 15&#xb0;C/min, sintering for 30&#xa0;min. The resulting clinkers were cooled rapidly outside the furnace and ground as homogenized clinker material (CM) powder for further analysis.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The composition of the cement raw materials.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Limestone (%)</th>
<th align="center">Sandstone (%)</th>
<th align="center">Gypsum (%)</th>
<th align="center">Fluorite (%)</th>
<th align="center">Bauxite (%)</th>
<th align="center">Mn (%)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">CM-Blank</td>
<td align="center">65.5</td>
<td rowspan="7" align="center">5.0</td>
<td align="center">12.0</td>
<td rowspan="7" align="center">1.5</td>
<td rowspan="7" align="center">16.0</td>
<td align="center">-</td>
</tr>
<tr>
<td align="left">CM-0.5%</td>
<td align="center">65.2</td>
<td align="center">11.5</td>
<td align="center">0.5</td>
</tr>
<tr>
<td align="left">CM-1%</td>
<td align="center">64.9</td>
<td align="center">11.0</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">CM-2%</td>
<td align="center">63.8</td>
<td align="center">10.0</td>
<td align="center">2</td>
</tr>
<tr>
<td align="left">CM-3%</td>
<td align="center">62.8</td>
<td align="center">11.5</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">CM-4%</td>
<td align="center">61.7</td>
<td align="center">11.0</td>
<td align="center">4</td>
</tr>
<tr>
<td align="left">CM-5%</td>
<td align="center">60.6</td>
<td align="center">10.0</td>
<td align="center">5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>Results and discussion</title>
<sec id="s3-1">
<title>Characterization of clinker</title>
<p>The chemical composition of the CM is shown in <xref ref-type="table" rid="T2">Table 2</xref>. The major constituents were oxides of calcium (Ca), aluminum (Al), and silicon (Si), The total wt% of CaO &#x2b; Al<sub>2</sub>O<sub>3</sub> &#x2b; SiO<sub>2</sub> were 84.50%, 82.87%, 81.70%, 80.39%, 78.42%, 78.01%, and 75.88% in the blank CM sample and 0.5&#x2013;5% Mn doped clinker samples, respectively.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Composition of the Mn doped clinker material samples.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Compound</th>
<th colspan="7" align="center">Mass fraction (%)</th>
</tr>
<tr>
<th align="center">CM-blank</th>
<th align="center">CM-0.5%</th>
<th align="center">CM-1%</th>
<th align="center">CM-2%</th>
<th align="center">CM-3%</th>
<th align="center">CM-4%</th>
<th align="center">CM-5%</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">CaO</td>
<td align="center">54.19</td>
<td align="center">53.25</td>
<td align="center">51.63</td>
<td align="center">50.22</td>
<td align="center">49.81</td>
<td align="center">48.87</td>
<td align="center">47.61</td>
</tr>
<tr>
<td align="center">Al<sub>2</sub>O<sub>3</sub>
</td>
<td align="center">18.06</td>
<td align="center">17.53</td>
<td align="center">17.47</td>
<td align="center">17.78</td>
<td align="center">16.80</td>
<td align="center">16.99</td>
<td align="center">16.57</td>
</tr>
<tr>
<td align="center">SiO<sub>2</sub>
</td>
<td align="center">12.25</td>
<td align="center">12.10</td>
<td align="center">12.60</td>
<td align="center">12.38</td>
<td align="center">11.80</td>
<td align="center">12.16</td>
<td align="center">11.70</td>
</tr>
<tr>
<td align="center">SO<sub>3</sub>
</td>
<td align="center">10.76</td>
<td align="center">11.40</td>
<td align="center">12.09</td>
<td align="center">11.94</td>
<td align="center">12.07</td>
<td align="center">11.18</td>
<td align="center">11.35</td>
</tr>
<tr>
<td align="center">MnO<sub>2</sub>
</td>
<td align="center">0.00</td>
<td align="center">0.98</td>
<td align="center">1.90</td>
<td align="center">3.40</td>
<td align="center">5.10</td>
<td align="center">6.79</td>
<td align="center">8.50</td>
</tr>
<tr>
<td align="center">MgO</td>
<td align="center">2.24</td>
<td align="center">2.29</td>
<td align="center">1.82</td>
<td align="center">1.86</td>
<td align="center">1.99</td>
<td align="center">1.65</td>
<td align="center">1.80</td>
</tr>
<tr>
<td align="center">Fe<sub>2</sub>O<sub>3</sub>
</td>
<td align="center">0.85</td>
<td align="center">0.93</td>
<td align="center">0.96</td>
<td align="center">0.86</td>
<td align="center">0.83</td>
<td align="center">0.87</td>
<td align="center">0.99</td>
</tr>
<tr>
<td align="center">TiO<sub>2</sub>
</td>
<td align="center">0.80</td>
<td align="center">0.80</td>
<td align="center">0.84</td>
<td align="center">0.79</td>
<td align="center">0.73</td>
<td align="center">0.84</td>
<td align="center">0.70</td>
</tr>
<tr>
<td align="center">K<sub>2</sub>O</td>
<td align="center">0.29</td>
<td align="center">0.29</td>
<td align="center">0.24</td>
<td align="center">0.28</td>
<td align="center">0.26</td>
<td align="center">0.24</td>
<td align="center">0.26</td>
</tr>
<tr>
<td align="center">SrO</td>
<td align="center">0.11</td>
<td align="center">0.11</td>
<td align="center">0.13</td>
<td align="center">0.11</td>
<td align="center">0.12</td>
<td align="center">0.11</td>
<td align="center">0.11</td>
</tr>
<tr>
<td align="center">Cl</td>
<td align="center">0.10</td>
<td align="center">0.10</td>
<td align="center">0.09</td>
<td align="center">0.09</td>
<td align="center">0.07</td>
<td align="center">0.10</td>
<td align="center">0.08</td>
</tr>
<tr>
<td align="center">L.O.I. of RM</td>
<td align="center">30.20%</td>
<td align="center">29.82%</td>
<td align="center">29.07%</td>
<td align="center">28.22%</td>
<td align="center">27.87%</td>
<td align="center">27.58%</td>
<td align="center">27.19%</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The XRD patterns of Mn doped clinker samples are shown in <xref ref-type="fig" rid="F1">Figure 1</xref>. The major component was Ca<sub>4</sub>Al<sub>6</sub>O<sub>12</sub>SO<sub>4</sub>. The characteristic peaks of Ca<sub>2</sub>SiO<sub>4</sub> and Ca<sub>3</sub>SiO<sub>5</sub> indicated the formation of a clinker mineral phase after the high temperature clinker calcination process. The XRD results were consistent with the data in <xref ref-type="table" rid="T2">Table 2</xref>, i.e., the dominant elements were Ca, Al, and Si. When the XRD results of the blank clinker sample were compared with those for Mn doped clinker samples, no new phases or obvious changes of crystal structure were apparent. Moreover, the referenced diffraction pattern of MnO<sub>2</sub> also did not exist in the clinker, even when the MnO<sub>2</sub> dose was 5.0%. It was therefore speculated that the Mn ion might be incorporated into the crystal lattice, and was unable to change the clinker crystal structure.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The XRD patterns of Mn doped clinker samples (red: CM-blank, green: CM-0.5% MnO<sub>2</sub>, blue: CM-1% MnO<sub>2</sub>, cyan: CM-2% MnO<sub>2</sub>, magenta: CM-3% MnO<sub>2</sub>, violet: CM-4% MnO<sub>2</sub>, olive: CM-5% MnO<sub>2</sub>, black: reference diffraction pattern of MnO<sub>2</sub>).</p>
</caption>
<graphic xlink:href="fchem-11-1165402-g001.tif"/>
</fig>
</sec>
<sec id="s3-2">
<title>Leaching test and solidification ratio analysis</title>
<p>The leaching content of Mn in CM was determined according to Chinese Standard GB/T 30810-2014 (Test methods for leachable ions of HMs in cement mortar) and the results are shown in <xref ref-type="table" rid="T3">Table 3</xref> (<xref ref-type="bibr" rid="B13">General Administration of Quality Supervision I a Q, P.R. China, 2014</xref>). The solidification ratio was calculacated to evaluate the retention of heavy metals in the clinker samples after cement clinker calcination process. High solidification ratio indicates high content of heavy metals solidified in clinker and has low risk to environment pollution (<xref ref-type="bibr" rid="B11">Gao et al., 2017</xref>). The solidification ratios of 0.5%&#x2013;5% Mn doped clinker samples was calculated from the ICP-MS results and were 83.84%, 87.43%, 84.29%, 82.04%, 83.97%, and 82.62%, respectively (<xref ref-type="bibr" rid="B22">Miao, 2018</xref>). The solidification ratios calculated according to the XRF results were 86.89%, 85.19%, 77.17%, 77.52%, 77.69%, and 78.21%, respectively. The solidification ratio of Mn in cement was high when the Mn content was 0.5% and 1%, which indicated the effective fixation in cement clinker. The solidification ratio was lower when the Mn dose exceeded 1%. In general, the satisfactory solidification ratio provided evidence of the immobilization of Mn in the formation of cementitious materials.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Leaching test and solidification ratio of the Mn doped clinker material samples.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Sample</th>
<th align="center">L.O.I. of RM %</th>
<th align="center">Content (g/Kg)</th>
<th align="center">Solidification ratio (ICP) %</th>
<th align="center">Content %</th>
<th align="center">Solidification ratio (XRF) %</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">CM-BLANK</td>
<td align="center">30.20</td>
<td align="center">0.08</td>
<td align="center">-</td>
<td align="center">0.00</td>
<td align="center">-</td>
</tr>
<tr>
<td align="center">CM-0.5%</td>
<td align="center">29.82</td>
<td align="center">6.05</td>
<td align="center">83.84</td>
<td align="center">0.62</td>
<td align="center">86.89</td>
</tr>
<tr>
<td align="center">CM-1%</td>
<td align="center">29.07</td>
<td align="center">12.41</td>
<td align="center">87.43</td>
<td align="center">1.20</td>
<td align="center">85.19</td>
</tr>
<tr>
<td align="center">CM-2%</td>
<td align="center">28.22</td>
<td align="center">23.57</td>
<td align="center">84.29</td>
<td align="center">2.15</td>
<td align="center">77.17</td>
</tr>
<tr>
<td align="center">CM-3%</td>
<td align="center">27.87</td>
<td align="center">34.20</td>
<td align="center">82.04</td>
<td align="center">3.22</td>
<td align="center">77.52</td>
</tr>
<tr>
<td align="center">CM-4%</td>
<td align="center">27.58</td>
<td align="center">46.46</td>
<td align="center">83.97</td>
<td align="center">4.29</td>
<td align="center">77.69</td>
</tr>
<tr>
<td align="center">CM-5%</td>
<td align="center">27.19</td>
<td align="center">56.82</td>
<td align="center">82.62</td>
<td align="center">5.37</td>
<td align="center">78.21</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3">
<title>Raman analysis of Mn doped clinker samples</title>
<p>
<xref ref-type="fig" rid="F2">Figure 2A</xref> shows the Raman spectra of Mn doped clinker samples recorded with 514&#xa0;nm laser excitation. The signals at 443 and 612&#xa0;cm<sup>&#x2212;1</sup> were due to the &#x3c5;2 and &#x3c5;4 bending from [SO<sub>4</sub>]<sup>2&#x2212;</sup> groups, the peak at 521&#xa0;cm<sup>&#x2212;1</sup> was due to the &#x3c5;1 [AlO<sub>4</sub>]<sup>5&#x2212;</sup> tetrahedra in belite, and the 834&#xa0;cm<sup>&#x2212;1</sup> band was assigned to the &#x3c5;1 [SiO<sub>4</sub>]<sup>4&#x2212;</sup> symmetric stretching in alite (<xref ref-type="bibr" rid="B19">Kloprogge et al., 2002</xref>; <xref ref-type="bibr" rid="B27">Potgieter-Vermaak et al., 2006</xref>; <xref ref-type="bibr" rid="B4">Black and Brooker, 2007</xref>; <xref ref-type="bibr" rid="B6">Black, 2009</xref>). The signals below 300&#xa0;cm<sup>&#x2212;1</sup> were assigned to Ca-O bonds (<xref ref-type="bibr" rid="B30">Torrens-Martin et al., 2013</xref>). A sharp band at 990&#xa0;cm<sup>&#x2212;1</sup> was assigned to the &#x3c5;1 [SO<sub>4</sub>] <sup>2&#x2212;</sup> vibrations in the blank CM sample. However, the band weakened and disappeared when the Mn dose was 2%, and there was a band formed at 960&#xa0;cm<sup>&#x2212;1</sup> as the Mn content increased. This phenomenon may be due to the mineral phase transformation from yeelimite to belite, which was caused by the addition of Mn. Moreover, the peak at 628&#xa0;cm<sup>&#x2212;1</sup> that was assigned to MnO<sub>2</sub> was not found in clinker samples, proving the solidification effect of Mn after the high temperature calcination in the mineral formation process.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Raman spectra of Mn doped clinker samples recorded with <bold>(A)</bold> 514&#xa0;nm and <bold>(B)</bold> 633&#xa0;nm laser excitation (red: CM-blank, green: CM-0.5% MnO<sub>2</sub>, blue: CM-1% MnO<sub>2</sub>, cyan: CM-2% MnO<sub>2</sub>, magenta: CM-3% MnO<sub>2</sub>, violet: CM-4% MnO<sub>2</sub>, olive: CM-5% MnO<sub>2</sub>, black: MnO<sub>2</sub>).</p>
</caption>
<graphic xlink:href="fchem-11-1165402-g002.tif"/>
</fig>
<p>For 633&#xa0;nm laser excitation (<xref ref-type="fig" rid="F2">Figure 2B</xref>), the band at 991&#xa0;cm<sup>&#x2013;1</sup>, which corresponded to yeelimite, disappeared in the 2% Mn doped clinker sample. Two major characteristic peaks could be observed at 1375&#xa0;cm<sup>&#x2013;1</sup> and 1406&#xa0;cm<sup>&#x2013;1</sup> when the dosage of Mn was below 3%, which could be assigned to vibrations of silicate materials (<xref ref-type="bibr" rid="B15">Hasanzadeh et al., 2016</xref>). Those two peaks became broader and red-shifted as the Mn content increased, which indicated a poor crystalline phase of the CM. The impurities in clinker mineral lattice and disordered silicates, aluminosilicates minerals may result in fluorescence emissions and background which became a big challenge to obtaining true Raman bands (<xref ref-type="bibr" rid="B9">Dyer et al., 1993</xref>; <xref ref-type="bibr" rid="B7">Bonen et al., 1994</xref>; <xref ref-type="bibr" rid="B25">Newman et al., 2005</xref>). The foreign Mn ions present in the clinker samples at a content exceeding 3% may broaden the spectra and cause a mineral phase disorder of the cementitious materials. Although the Mn content exceeded 3%, the characteristic MnO<sub>2</sub> peak was still not found in CM samples.</p>
<p>Overall, the increased addition of Mn influenced the crystallinity of the clinker; however, the Mn ion could be effectively immobilized and fixed in cementitious materials according to the leaching solidification ratio, XRD, and Raman spectroscopy results.</p>
</sec>
<sec id="s3-4">
<title>The XPS analysis of Mn doped clinker samples</title>
<p>The chemical state and constituent composition of clinker samples were evaluated by XPS. The XPS narrow spectra of C 1s, Mn 2p, O 1s, and Si 2p for blank and 1% Mn doped CM samples are shown in <xref ref-type="fig" rid="F3">Figure 3</xref>, and the spectra of the other Mn doped CM samples are provided in <xref ref-type="sec" rid="s10">Supplementary Figure S1</xref>. The C 1s peaks identified at 284.8, 285.7, and 289.6&#xa0;eV were the binding energies of contamination adventitious carbon, which accounted for the C-C, C-O-C, and O-C&#x3d;O components, respectively (<xref ref-type="bibr" rid="B18">Kalina et al., 2014</xref>; <xref ref-type="bibr" rid="B29">Singh et al., 2020</xref>). The bonding energy situated at 293.2&#xa0;eV accounted for C-F, which may form due to the presence of fluorite in the RMs. There were two peaks identified at 642.6 and 653.4&#xa0;eV in Mn 2p, which corresponded to Mn-O in MnO<sub>2</sub>. In the O 1s spectrum, the 529.8&#xa0;eV peak energy was attributed to Ca-O and Mn-O, and the 532.0&#xa0;eV peak energy was attributed to Si-O (<xref ref-type="bibr" rid="B33">Wang et al., 2016</xref>). The typical peak at 102.7&#x2013;102.5&#xa0;eV was assigned to SiO<sub>2</sub>, and the peak at 101.9&#x2013;101.7&#xa0;eV was assigned to Si in belite (<xref ref-type="bibr" rid="B10">Estokova et al., 2018</xref>; <xref ref-type="bibr" rid="B29">Singh et al., 2020</xref>). The other O 1s spectrum for Mn doped CM samples is provided in <xref ref-type="sec" rid="s1">Supplementary Figure S2</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The XPS spectra of C 1s, Mn 2p, O 1s, and Si 2p for blank <bold>(A&#x2212;D)</bold> and 1% Mn doped CM samples <bold>(E&#x2212;H)</bold>.</p>
</caption>
<graphic xlink:href="fchem-11-1165402-g003.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F4">Figure 4</xref> shows the stacked Mn 2p spectra of MnO<sub>2</sub> and Mn doped clinker samples. For the Mn doped CM samples, it was found that the Mn 2p peak shifted to a higher bonding energy as the Mn dose increased. The changes of the chemical bonding environments can result in shifts in photoelectron energy, thus the drift of the Mn 2p peak was accordingly speculated as the changes in bonding structure (<xref ref-type="bibr" rid="B5">Black et al., 2003</xref>; <xref ref-type="bibr" rid="B10">Estokova et al., 2018</xref>). The Mn 2p peak shifted to a higher bonding energy indicating the progressive disordering of the silicate structure which may cause by the incorporation effect of silicate and/or aluminosilicate towards Mn (<xref ref-type="bibr" rid="B28">Rheinheimer and Casanova, 2014</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>The stacked XPS spectra of Mn 2p for MnO<sub>2</sub> and Mn doped clinker samples (red: CM-blank, green: CM-0.5% MnO<sub>2</sub>, blue: CM-1% MnO<sub>2</sub>, cyan: CM-2% MnO<sub>2</sub>, magenta: CM-3% MnO<sub>2</sub>, violet: CM-4% MnO<sub>2</sub>, olive: CM-5% MnO<sub>2</sub>, black: MnO<sub>2</sub>).</p>
</caption>
<graphic xlink:href="fchem-11-1165402-g004.tif"/>
</fig>
<p>Furthermore, <xref ref-type="sec" rid="s10">Supplementary Figure S3</xref> shows the transformation of the Si 2p spectra. Compared with a blank sample, the peak proportion of 102.7&#xa0;eV increased but was lower than that of 101.8&#xa0;eV in the 0.5% Mn doped CM sample. As the Mn content increased, the peak proportions of the two peaks were the same as in the 1% Mn doped CM sample, but the peak proportion at 102.7&#xa0;eV was higher than at 101.8&#xa0;eV when the Mn content was 2%. This trend stabilized in the 3%&#x2013;5% Mn doped CM samples. This phenomenon of the two peaks reflected the transformation of the SiO<sub>2</sub> and belite phases, which could explain the optimal solidification ratio of the 1% Mn doped CM sample shown in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<p>This change in the Si 2p spectra was hypothesized to be caused by the differences in the chemical environment of Mn doped CM samples, which was caused by the solidification of Mn in clinker (<xref ref-type="bibr" rid="B24">Nath et al., 2022</xref>). The addition of Mn influenced the formation of the silicate phase and the increasing Mn content generated an increase in the SiO<sub>2</sub> content and reduction in the belite phase, which may cause a disordered crystal structure. However, the XRD pattern and the solidification ratio were still satisfactory when the Mn content was 5%.</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In this study, CMs doped with 0.0%&#x2013;5.0% Mn were sintered in a laboratory. The physical and chemical properties of samples were evaluated by XRF, XRD, Raman spectroscopy, and XPS. The changes in the XRD patterns were insignificant due to the homologous lattice structure, which confirmed the solidification of Mn in the clinker. The Raman spectrum revealed the transformation of the belite phase with the addition of Mn. Moreover, the variation of the XPS spectrum of Mn 2p and Si 2p indicated a change in the chemical environment in CM samples as the Mn dose increased. Overall, although the addition of Mn can influence the silicate crystalline structure, a satisfactory solidification ratio was achieved following the incorporation of 0.5%&#x2013;5.0% Mn in cementitious materials. In summary, the results confirmed the usefulness of Raman spectroscopy as a qualitative and semi-quantitative analysis method in the field of cementitious materials, which will promote the development of green cement manufacturing technology.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<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>YG, JG, and ZW focused on project administration, supervision, and funding acquisition, NY planned and supervised the experiments, processed the raw data, and wrote and revised the manuscript, AL QL, and YC conducted the experimental analysis. All authors have read and agreed to the published version of the manuscript.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>The authors declare that this study received funding from Beijing Building Materials Group (BBMG). The funder was not involved in the study design, collection, analysis, interpretation of data, the writing of this article, or the decision to submit it for publication.</p>
</sec>
<ack>
<p>The authors appreciate the constructive suggestions from reviewers and editors that helped improve this paper.</p>
</ack>
<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/fchem.2023.1165402/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fchem.2023.1165402/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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