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<front>
<journal-meta>
<journal-id journal-id-type="pmc">EE</journal-id>
<journal-id journal-id-type="nlm-ta">EE</journal-id>
<journal-id journal-id-type="publisher-id">EE</journal-id>
<journal-title-group>
<journal-title>Energy Engineering</journal-title>
</journal-title-group>
<issn pub-type="epub">1546-0118</issn>
<issn pub-type="ppub">0199-8595</issn>
<publisher>
<publisher-name>Tech Science Press</publisher-name>
<publisher-loc>USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">55158</article-id>
<article-id pub-id-type="doi">10.32604/ee.2024.055158</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Slag Characteristics of Biomass Pellet Fuels with Different Additives to Tobacco-Stalk for Tobacco Curing Heating</article-title>
<alt-title alt-title-type="left-running-head">Slag Characteristics of Biomass Pellet Fuels with Different Additives to Tobacco-Stalk for Tobacco Curing Heating</alt-title>
<alt-title alt-title-type="right-running-head">Slag Characteristics of Biomass Pellet Fuels with Different Additives to Tobacco-Stalk for Tobacco Curing Heating</alt-title>
</title-group>
<contrib-group>
<contrib id="author-1" contrib-type="author" corresp="yes">
<name name-style="western"><surname>Wang</surname><given-names>Jianan</given-names></name><xref ref-type="aff" rid="aff-1">1</xref><email>wangja@henau.edu.cn</email></contrib>
<contrib id="author-2" contrib-type="author">
<name name-style="western"><surname>Fan</surname><given-names>Yikuan</given-names></name><xref ref-type="aff" rid="aff-2">2</xref></contrib>
<contrib id="author-3" contrib-type="author">
<name name-style="western"><surname>Duan</surname><given-names>Weidong</given-names></name><xref ref-type="aff" rid="aff-3">3</xref></contrib>
<contrib id="author-4" contrib-type="author">
<name name-style="western"><surname>Song</surname><given-names>Zhaopeng</given-names></name><xref ref-type="aff" rid="aff-1">1</xref></contrib>
<aff id="aff-1"><label>1</label><institution>College of Tobacco Science, Henan Agricultural University</institution>, <addr-line>Zhengzhou, 450000, China</addr-line></aff>
<aff id="aff-2"><label>2</label><addr-line>China</addr-line> <institution>National Tobacco Corporation Henan Provincial Company</institution>, <addr-line>Zhengzhou, 450046, China</addr-line></aff>
<aff id="aff-3"><label>3</label><institution>Tobacco Production Department, China Tobacco Henan Industrial Co., Ltd</institution>., <addr-line>Zhengzhou, 450000</addr-line>, <country>China</country></aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label>Corresponding Author: Jianan Wang. Email: <email>wangja@henau.edu.cn</email></corresp>
</author-notes>
<pub-date date-type="collection" publication-format="electronic">
<year>2024</year></pub-date>
<pub-date date-type="pub" publication-format="electronic"><day>21</day><month>10</month><year>2024</year></pub-date>
<volume>121</volume>
<issue>11</issue>
<fpage>3401</fpage>
<lpage>3415</lpage>
<history>
<date date-type="received">
<day>19</day>
<month>6</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>8</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024 The Authors.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Published by Tech Science Press.</copyright-holder>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This work is licensed under a <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="TSP_EE_55158.pdf"></self-uri>
<abstract>
<p>Since pure tobacco stalk (TS) biomass pellet fuels tend to slag, five anti-slagging agents were added to the crushed TS to obtain a pellet fuel that could be used in biomass burners to provide heat for tobacco curing. The obtained results revealed that the main component of TS pellet fuel was K<sub>2</sub>Si<sub>2</sub>O<sub>5</sub>. During fuel combustion process, additives generated higher melting point silicate compounds by Al&#x2013;K, Ca&#x2013;K, and Ca&#x2013;K elemental structures to replace single K elemental structure of TS, enhancing the anti-slagging efficiency of the pellet fuel from 21.63% to 78.29% and promoting the precipitation of K, Mg, and Na elements in the slag block. By investigating the anti-slagging mechanism pathways of the additives in TS biomass pellet fuels, altering of the structure of silicate ion group pathway was found to improve anti-slagging effects that met the requirements of production formula.</p>
</abstract>
<kwd-group kwd-group-type="author">
<kwd>Pellet fuel</kwd>
<kwd>additives</kwd>
<kwd>flue-cured tobacco heating</kwd>
<kwd>potassium precipitation</kwd>
<kwd>silicate</kwd>
</kwd-group>
<funding-group>
<award-group id="awg1">
<funding-source>Henan China Tobacco Industry Co., Ltd.</funding-source>
<award-id>2022410000340099</award-id>
</award-group>
<award-group id="awg2">
<funding-source>Henan Provincial Tobacco Company</funding-source>
<award-id>2018410000270097</award-id>
</award-group>
</funding-group>
</article-meta>
</front>
<body>
<sec id="s1">
<label>1</label>
<title>Introduction</title>
<p>Flue-cured tobacco (<italic>Nicotiana tabacum</italic> L.) needs a great amount of energy for curing. In order to alleviate the environmental pollution due to traditional coal-fired heating, biomass pellet fuel has become popular for tobacco heating in recent years in China&#x2019;s tobacco growing regions [<xref ref-type="bibr" rid="ref-1">1</xref>]. To fully support sustainable development of energy-intensive agro-industry of tobacco flue-curing, over 4 million tons of biomass raw materials are employed annually to manufacture biomass pellet fuels [<xref ref-type="bibr" rid="ref-2">2</xref>]. Tobacco plants themselves can be developed as an energy crop for biofuels production [<xref ref-type="bibr" rid="ref-3">3</xref>]. Residual tobacco stalks from tobacco leaf harvests can be applied as a raw material for the production of biomass pellet fuel in tobacco plantations [<xref ref-type="bibr" rid="ref-4">4</xref>], which can potentially replace other biomass sources during heating process [<xref ref-type="bibr" rid="ref-5">5</xref>]. In this way, agricultural production of tobacco can be self-sustained [<xref ref-type="bibr" rid="ref-6">6</xref>], which is also the best approach to achieve green pathway obtaining of flue-cured tobacco [<xref ref-type="bibr" rid="ref-7">7</xref>].</p>
<p>Since TS have different structural composition from common agricultural crop straw [<xref ref-type="bibr" rid="ref-8">8</xref>], the pellet fuels made from this single-raw material is prone to furnace slagging when used in biomass burners for tobacco curing [<xref ref-type="bibr" rid="ref-9">9</xref>], which affects its combustion efficiency. To make it possible to use tobacco stalks (TS) pellet fuel in tobacco curing heating, Xiao et al. [<xref ref-type="bibr" rid="ref-10">10</xref>] tested flue-cured tobacco heating with biomass from TS samples from different locations, revealing the feasibility of using treated TS in traditional coal-fired furnaces. Due to the constraints of the production method at that time, pellet fuel with particle size &#x03C6; 30&#x2013;50 mm did not receive widespread promotion. With the development of modern science and technology, the burner used for tobacco has achieved automatic flame control and addition of pellet fuel with size &#x03C6; 8&#x2013;12 mm [<xref ref-type="bibr" rid="ref-11">11</xref>]. However, fuel combustion heating for tobacco leaf curing has its own rules based on changing dry-bulb temperature during curing process [<xref ref-type="bibr" rid="ref-12">12</xref>]. The slagging problem of single TS-based pellet fuels for flue-curing has not been perfectly resolved [<xref ref-type="bibr" rid="ref-13">13</xref>].</p>
<p>Today, crop straw, sawdust, or pulverized coal are commonly applied to alleviate furnace slagging problem [<xref ref-type="bibr" rid="ref-14">14</xref>]. However, differences in the regional distributions of these biomass raw materials increase fuel production cost [<xref ref-type="bibr" rid="ref-15">15</xref>], transportation energy consumption and equipment investment [<xref ref-type="bibr" rid="ref-16">16</xref>] due to long-distance transportation. At the same time, some researchers have performed in-depth analysis on the automation and intelligent control of biomass burners as well as pellet fuel particle size to address furnace slagging problem of TS fuels, though no significant results have been achieved [<xref ref-type="bibr" rid="ref-17">17</xref>].</p>
<p>Since additives have been successfully applied in mitigating slagging-related problems during solid fuel combustion [<xref ref-type="bibr" rid="ref-18">18</xref>] or in ash-forming species [<xref ref-type="bibr" rid="ref-19">19</xref>], Wang et al. [<xref ref-type="bibr" rid="ref-20">20</xref>] selected several anti-slagging agents and evaluated their application in tobacco curing heating process to potentially decrease the production cost of pellet fuel additives. However, limited research has been conducted on the composition and status of single TS-based pellet fuels for flue-curing. To decrease the slagging tendency of biomass pellet fuels of single TS, it is essential to identify the most suitable additives and develop anti-slagging mechanisms [<xref ref-type="bibr" rid="ref-21">21</xref>]. Based on previous research, this work aimed to quantitatively analyze the characteristics of the ash generated from TS-based pellet fuels by adding several common anti-slagging additives during tobacco curing heating process to provide a reference and further provide some directives for the screening process of TS-based pellet fuel additives.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Materials and Methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Test Materials</title>
<p>The experiments were performed at Lushi Du-Guan Tobacco Planting Station in Henan Province from July to September in 2021&#x2013;2022. With pure TS as control, carboxymethyl cellulose (CMC), calcium dihydrogen phosphate (CHP), calcium carbonate (CCO), diatomaceous earth (DTE), and kaolin (KLN) were selected as additives to be applied during tobacco curing process which were powder with 400 mesh, and came from Jintu Chemical Reagent Co., Ltd. (Zhengzhou, China). The addition proportions of these components are given in <xref ref-type="table" rid="table-1">Table 1</xref>. TS samples were collected from Sheqi Yonghui Agricultural Cooperative and dried naturally. Then, they were crushed into particles less than 8 mm in length. Once the crushed TS material and different proportions of additives were evenly mixed, a pellet extruder (ZLG560, Jinan Xinyuanli Environmental Protection Equipment Co., Ltd., Jinan, China) was used to press them into a circular rod-shaped pellet fuel with a diameter of 8 mm, length of 2&#x2013;3 times that of the diameter, particle density of 1200 kg/m<sup>3</sup>, and bulk density of 650 kg/m<sup>3</sup>. After the pressed pellet fuel was cooled down to room temperature, it was packed in waterproof sealed bags for experimental transportation and future application. The representative burner (SWZB223, Xuchuang Tongxing Modern Agricultural Technology Co., Ltd., Xuchang, China) [<xref ref-type="bibr" rid="ref-22">22</xref>] in China&#x2019;s tobacco planting regions applied for biomass pellet fuel was used to regularly feed the hopper with pellet fuel during the tobacco curing process. Then, the ash was cleaned and the obtained biomass pellet fuel was quantitatively detected and analyzed.</p>
<table-wrap id="table-1">
<label>Table 1</label>
<caption>
<title>Name and mixture ratio of anti-slagging additives</title>
</caption>
<table frame="hsides">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th align="center" colspan="2">Treatment</th>
<th>Abbreviation</th>
<th>Ratio (wt%)</th>
</tr>
<tr>
<th>Name</th>
<th>Chemical structure</th>
<th/>
<th/>
</tr>
</thead>
<tbody>
<tr>
<td>Pure TS</td>
<td>Organic mixtures</td>
<td>TS</td>
<td>0%</td>
</tr>
<tr>
<td>Carboxymethyl cellulose</td>
<td>[C<sub>6</sub>H<sub>7</sub>O<sub>2</sub>(OH)<sub>2</sub>OCH<sub>2</sub>COONa]<sub><italic>n</italic></sub></td>
<td>CMC</td>
<td>1%</td>
</tr>
<tr>
<td>Kaolin</td>
<td>Al<sub>2</sub>O<sub>3</sub>&#x00B7;2SiO<sub>2</sub>&#x00B7;2H<sub>2</sub>O</td>
<td>KLN</td>
<td>2%</td>
</tr>
<tr>
<td>Diatomaceous earth</td>
<td>SiO<sub>2</sub>&#x00B7;<italic>n</italic>H<sub>2</sub>O</td>
<td>DTE</td>
<td>1%</td>
</tr>
<tr>
<td>Calcium carbonate</td>
<td>CaCO<sub>3</sub></td>
<td>CCO</td>
<td>2%</td>
</tr>
<tr>
<td>Calcium dihydrogen phosphate</td>
<td>Ca(H)<sub>2</sub>PO<sub>4</sub></td>
<td>CHP</td>
<td>2%</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Test Methods</title>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Determination of Ash and Slag Compositions</title>
<p>To explore the slagging tendency of each treatment, the slagging rate of burner&#x2019;s ash was calculated by <xref ref-type="disp-formula" rid="eqn-1">Eq. (1)</xref>:</p>
<p><disp-formula id="eqn-1"><label>(1)</label><mml:math id="mml-eqn-1" display="block"><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>S</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>G</mml:mi><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mrow><mml:mo>/</mml:mo></mml:mrow><mml:msub><mml:mi>G</mml:mi><mml:mrow><mml:mrow><mml:mtext>t</mml:mtext></mml:mrow></mml:mrow></mml:msub><mml:mo>&#x00D7;</mml:mo><mml:mn>100</mml:mn><mml:mi mathvariant="normal">&#x0025;</mml:mi></mml:math></disp-formula>where <italic>C</italic><sub><italic>S</italic></sub> is slagging rate (%); <italic>G</italic><sub><italic>t</italic></sub> is total mass of the sampled furnace dust (kg); and <italic>G</italic><sub>1</sub> is the mass of slag with particle size &#x003E;6 mm (kg).</p>
<p>To compare anti-slagging degrees of different additives on pure TS, <xref ref-type="disp-formula" rid="eqn-2">Eq. (2)</xref> was applied to calculate the efficiency of each treatment:</p>
<p><disp-formula id="eqn-2"><label>(2)</label><mml:math id="mml-eqn-2" display="block"><mml:msub><mml:mi>&#x03B7;</mml:mi><mml:mrow><mml:mi>e</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>T</mml:mi><mml:mi>S</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>S</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mspace width="thinmathspace" /><mml:mrow><mml:mo>/</mml:mo></mml:mrow><mml:mspace width="thinmathspace" /><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>T</mml:mi><mml:mi>S</mml:mi></mml:mrow></mml:msub><mml:mo>&#x00D7;</mml:mo><mml:mn>100</mml:mn><mml:mi mathvariant="normal">&#x0025;</mml:mi></mml:math></disp-formula>where <inline-formula id="ieqn-1"><mml:math id="mml-ieqn-1"><mml:msub><mml:mi>&#x03B7;</mml:mi><mml:mi>e</mml:mi></mml:msub></mml:math></inline-formula> is anti-slagging rate (%); <italic>C</italic><sub><italic>TS</italic></sub> is pure TS biomass pellet fuel slagging rate (%); and <italic>C</italic><sub><italic>S</italic></sub> is the slagging rates of different additive treatments (%).</p>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>Determination of TS Slagging Temperature</title>
<p>To determine TS pellet fuel slagging temperature, a tubular combustion furnace (XD-1200NT; Zhengzhou Brothers Pit Furnace Co., Ltd., Zhengzhou, China) was applied for the simulation of biomass furnace combustion. In considering temperature range in biomass burner furnace during tobacco curing heating [<xref ref-type="bibr" rid="ref-23">23</xref>], temperature gradients were set as 900&#x00B0;C, 1000&#x00B0;C, 1100&#x00B0;C. The TS pellet particulate fuel was injected into the tubular combustion furnace to reach the specified temperature and keep it stable for 30 min. Once the temperature of the tubular combustion furnace was decreased to room temperature, the burnt products were collected for photographing and then, slagging conditions were observed. The combustion atmosphere of tubular combustion furnace was N<sub>2</sub> 79 vol% &#x002B; O<sub>2</sub> 21 vol%, total flow was controlled at 2 L/min, and pressure was kept fixed at 0.1 MPa.</p>
</sec>
<sec id="s2_2_3">
<label>2.2.3</label>
<title>Scanning Electron Microscope-Energy-Dispersive Spectroscopy (SEM-EDS) and X-Ray Diffraction (XRD) Studies</title>
<p>A scanning electron microscope (SEM, Hitachi, S-4800, Tokyo, Japan) was applied to investigate the bonding mechanism and micro-morphology of crushed pellet fuels and slagging blocks by fracture surface analysis. In addition to SEM, an energy-dispersive spectroscope (EDS Hitachi, S-4800, Tokyo, Japan) was employed to investigate the representative areas scanned by an X-ray energy spectrometer to semi-quantitatively obtain detailed microchemistry information.</p>
<p>To reveal the influences of various treatments on the potassium content of pellet fuels during combustion, <xref ref-type="disp-formula" rid="eqn-3">Eq. (3)</xref> was employed to calculate potassium fixation rate:</p>
<p><disp-formula id="eqn-3"><label>(3)</label><mml:math id="mml-eqn-3" display="block"><mml:msub><mml:mi>&#x03B7;</mml:mi><mml:mrow><mml:mi>K</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>&#x03C9;</mml:mi><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mspace width="thinmathspace" /><mml:mrow><mml:mo>/</mml:mo></mml:mrow><mml:mspace width="thinmathspace" /><mml:msub><mml:mi>&#x03C9;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mo>&#x00D7;</mml:mo><mml:mn>100</mml:mn><mml:mi mathvariant="normal">&#x0025;</mml:mi></mml:math></disp-formula>where <italic>&#x03B7;</italic><sub><italic>K</italic></sub> is potassium fixation rate (%) and <italic>&#x03C9;</italic><sub>1</sub> and <italic>&#x03C9;</italic><sub>2</sub> are potassium contents in the slag after combustion and in the original pellet fuel (kg), respectively.</p>
<p>To investigate the effect of oxygen content in particulate fuel during combustion, oxygen enrichment rate was calculated using <xref ref-type="disp-formula" rid="eqn-4">Eq. (4)</xref> as:</p>
<p><disp-formula id="eqn-4"><label>(4)</label><mml:math id="mml-eqn-4" display="block"><mml:msub><mml:mi>&#x03B7;</mml:mi><mml:mrow><mml:mrow><mml:mtext>o</mml:mtext></mml:mrow></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:msub><mml:mi>&#x03C9;</mml:mi><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>&#x03C9;</mml:mi><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msub><mml:mo stretchy="false">)</mml:mo><mml:mspace width="thinmathspace" /><mml:mrow><mml:mo>/</mml:mo></mml:mrow><mml:mspace width="thinmathspace" /><mml:msub><mml:mi>&#x03C9;</mml:mi><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub><mml:mo>&#x00D7;</mml:mo><mml:mn>100</mml:mn><mml:mi mathvariant="normal">&#x0025;</mml:mi></mml:math></disp-formula>where <italic>&#x03B7;</italic><sub><italic>o</italic></sub> is oxygen enrichment rate (%), and <italic>&#x03C9;</italic><sub>3</sub> and <italic>&#x03C9;</italic><sub>4</sub> are oxygen contents in slag after combustion and in the original pellet fuel (kg), respectively.</p>
<p>For the determination of the chemical composition of the slagging block after adding various additives, an X-ray diffraction (XRD) device (Fringe, LANScience, Shenzhen, China) was used for the identification of the main crystalline phases in slagging blocks after crushing. Then, the obtained data were analyzed with MDI Jade 6.5 software to qualitatively identify main crystalline phases [<xref ref-type="bibr" rid="ref-24">24</xref>].</p>
</sec>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Data Processing</title>
<p>GraphPad Prism software version 5.0 (GraphPad Software Company, San Diego, CA, USA) was applied for data analysis and automatic figure generation.</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Determination of TS Slagging Characteristics</title>
<p><xref ref-type="fig" rid="fig-1">Fig. 1</xref> illustrates the combustion products of TS pellet fuel in the tubular combustion furnace. At 900&#x00B0;C and 1000&#x00B0;C, ash surface samples were soft and collapsed and pellet fuel did not form slag. At 1100&#x00B0;C, TS pellet fuel fiber structure was destroyed, rapidly shrinking with the burning of combustible components, and was agglomerated preventing dispersion. Hence, the products turned hard, forming black glass-like products attached to porcelain boat wall, which was difficult to take down, ultimately resulting in severe slagging. This revealed that the pellet fuel made from pure TS in the temperature range of 900&#x00B0;C&#x2013;1100&#x00B0;C, it could not be used to supply the biomass burner system as temperature environment for tobacco curing is changing with the dry-bulb temperature of curing process.</p>
<fig id="fig-1">
<label>Figure 1</label>
<caption>
<title>Morphology of combustion products of pure TS pellet fuel heated at different furnace temperatures</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="EE_55158-fig-1.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Characteristics of Ash and Slagging Blocks at Furnace Bottom during Tobacco Curing</title>
<p>In tobacco curing heating, TS slagging situation is more severe than other treatment methods (<xref ref-type="fig" rid="fig-2">Fig. 2</xref>). This severe slagging could result in the accumulation of large blocks in pellet fuel burner furnace, thereby influencing normal pellet fuel feeding into the furnace, combustion air ventilation, and fuel combustion. According to the data presented in <xref ref-type="fig" rid="fig-1">Fig. 1</xref>, the slagging statistics of various pellet fuels under various additive treatments during tobacco curing are illustrated in <xref ref-type="fig" rid="fig-3">Figs. 3</xref> and <xref ref-type="fig" rid="fig-4">4</xref>. Compared with only TS, addition of KLN and CHP additives to TS biomass pellet fuel was able to effectively control biomass pellet fuel slagging at 13.97% and 10.14%, respectively. As a whole, inorganic additives outperformed organic additives and increased anti-slagging rate by 21.63%&#x2013;78.29% in varying degrees. Inorganic additive CHP presented good anti-slagging efficiency and could control slagging rate in furnace at 13.97%, reaching an anti-slagging rate of 78.29% and effectively alleviating TS-based pellet fuel slagging during tobacco curing process.</p>
<fig id="fig-2">
<label>Figure 2</label>
<caption>
<title>Comparison of ash and slagging of various additives during heating for tobacco curing</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="EE_55158-fig-2.tif"/>
</fig><fig id="fig-3">
<label>Figure 3</label>
<caption>
<title>Comparison of slagging rates of various additives during heating for tobacco curing</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="EE_55158-fig-3.tif"/>
</fig><fig id="fig-4">
<label>Figure 4</label>
<caption>
<title>Comparison of anti-slagging rates of various additives during heating for tobacco curing</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="EE_55158-fig-4.tif"/>
</fig>
<p>By investigating the elements present in various anti-slagging additives, the anti-slagging effects of alkali metals were ranked as CHP &#x003E; KLN &#x003E; CMC and for non-metallic element ions, the order was CHP &#x003E; CCO &#x003E; CMC, KLN &#x003E; DTE, revealing that in anti-slagging additive selection for TS-based pellet fuels, the anti-slagging effects of additives containing high-molecular weight alkali metals and non-metallic elements (composed of oxidation ions) were better than those of additives containing low-molecular weight alkali metals and non-metallic elements (composed of oxidation ions).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Analysis of Oxygen Enrichment and Potassium Fixation Rates in the Slagging Blocks of Different Additives</title>
<p><xref ref-type="fig" rid="fig-5">Fig. 5</xref> comparatively analyzes the oxygen enrichment rates of various anti-slagging additives. Compared with raw materials, the oxygen content of slag exhibited more contrasting variations. KLN and CHP displayed positive values, while the other three showed negative values. Silicate is the general name for the compound formed by the combination of silicon, oxygen, and other chemical elements (such as Fe, Al, Mg, Ca, K, and Na) and its melting point is in the range of 1000&#x00B0;C&#x2013;2000&#x00B0;C [<xref ref-type="bibr" rid="ref-25">25</xref>]. Based on the slagging situations of different fuels, as illustrated in <xref ref-type="fig" rid="fig-2">Fig. 2</xref>, the addition of oxygen into the slag promoted the combination of Si and O elements with Si<sub>x</sub>O<sub>y</sub><sup>z&#x2013;</sup> negative ion groups and formed silicate compounds with higher melting points with alkali metals, thus decreasing fuel slagging phenomenon during flue-cured tobacco heating process.</p>
<fig id="fig-5">
<label>Figure 5</label>
<caption>
<title>Comparison of potassium fixation rates of various anti-slagging additives</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="EE_55158-fig-5.tif"/>
</fig>
<p><xref ref-type="fig" rid="fig-6">Fig. 6</xref> compares the potassium fixation rates of various anti-slagging additives. The potassium fixation rates different additive treatments were decreased to varying degrees in the order of CMC &#x003E; DTE &#x003E; CCO &#x003E; KLN &#x003E; CHP. Compared with that of TS treatment, CMC treatment presented the highest potassium fixation rate of 84.78%, while addition of CHP and KLN significantly decreased fixation rate, reaching 53.89% and 55.07%, respectively.</p>
<fig id="fig-6">
<label>Figure 6</label>
<caption>
<title>Comparison of oxygen enrichment rates of various anti-slagging additives</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="EE_55158-fig-6.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Analysis of Slagging XRD Spectra of Slagging Blocks with Different Additives</title>
<p><xref ref-type="fig" rid="fig-7">Fig. 7</xref> illustrates the XRD patterns of the main residue crystals after particle combustion, which looked quite different from those of ordinary agricultural straws [<xref ref-type="bibr" rid="ref-24">24</xref>]. TS slag was primarily consisted of K<sub>2</sub>Si<sub>2</sub>O<sub>5</sub>-based compounds with lower melting points. CMC slag was consisted of silicates such as Na<sub>2</sub>SiO<sub>3</sub> and Na<sub>2</sub>O&#x00B7;Al<sub>2</sub>O<sub>3</sub>&#x00B7;6SiO<sub>2</sub> and alkali metal oxides such as Na<sub>2</sub>O, K<sub>2</sub>O and CaCO<sub>3</sub>. The main product of KLN slag was leucite (KAlSi<sub>2</sub>O<sub>6</sub>) mixed with Ca (Al<sub>2</sub>Si<sub>3</sub>O<sub>10</sub>) and other high-melting point compounds. DTE slag was mainly consisted of KAlSi<sub>3</sub>O<sub>8</sub>- and Mg<sub>2</sub>Al<sub>4</sub>Si<sub>5</sub>O<sub>18</sub>-mixed structures and had high melting points. The main products of CCO slag were layered K<sub>2</sub>CaSi<sub>4</sub>O<sub>10</sub>, KAlSO<sub>4</sub>, and other medium-high melting point crystalline structures. CHP pellet fuel formed K&#x2013;Al&#x2013;Si compounds with high melting points, such as KAlSi<sub>3</sub>O<sub>8</sub>.</p>
<fig id="fig-7">
<label>Figure 7</label>
<caption>
<title>Slagging XRD patterns of various additives</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="EE_55158-fig-7.tif"/>
</fig>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>SEM-EDS Analysis of Slagging Blocks</title>
<p><xref ref-type="fig" rid="fig-8">Fig. 8</xref> shows the SEM images of the slagging blocks of various treatments with slagging particles having different appearances. TS slag lower surface was smooth and hard, possessing evident shrinkage pores due to sintering. The main elemental contents were O, Si, and K, with minor amounts of Mg, Al, and Fe. CMC slag blocks had block-like shapes, mainly represented by O, Si, K, Ca, Mg, and Na. KLN slag particles were cotton-like and their main representative elements were O, K, Si, Ca, and Al. DTE slagging particles presented irregular crystal structures, with the main representative elements being O, K, Si, Ca, and Mg. The ash particles of CCO were formed as agglomerated crystals and their main representative elements were O, Si, Ca, and K. The ash and slag particles of CHP combined together in irregular rod or block shapes. The main representative elements were Ca and P.</p>
<fig id="fig-8">
<label>Figure 8</label>
<caption>
<title>SEM images of the slagging contents of different additives</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="EE_55158-fig-8.tif"/>
</fig>
<p>The EDS analyses of the slagging contents of various additives after complete TS pellet fuel combustion detected 23 elements (<xref ref-type="table" rid="table-2">Table 2</xref>), with weight percentages ranging from 0.001% to 39.6%. Ca, O, K, and Si contents of the slags of various additive treatments accounted for more than 77.63% of their total content, with TS having the highest content of 82.68%. Comparison of the content changes of K, Mg, and Na elements in the slags of various additive treatments revealed that anti-slagging additives mainly decreased the contents of K, Mg, and Na in slags during combustion.</p>
<table-wrap id="table-2">
<label>Table 2</label>
<caption>
<title>EDS spot analysis results of SEM (wt%)</title>
</caption>
<table frame="hsides">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th></th>
<th>TS</th>
<th>CMC</th>
<th>KLN</th>
<th>DTE</th>
<th>CCO</th>
<th>CHP</th>
</tr>
</thead>
<tbody>
<tr>
<td>Ca</td>
<td>25.07</td>
<td>23.14</td>
<td>13.76</td>
<td>21.47</td>
<td>39.5</td>
<td>23.35</td>
</tr>
<tr>
<td>O</td>
<td>31.4</td>
<td>30.4</td>
<td>39.6</td>
<td>34.6</td>
<td>30.6</td>
<td>38.7</td>
</tr>
<tr>
<td>K</td>
<td>22.36</td>
<td>20.88</td>
<td>12.75</td>
<td>18.31</td>
<td>15.07</td>
<td>12.68</td>
</tr>
<tr>
<td>Si</td>
<td>3.85</td>
<td>3.37</td>
<td>12.53</td>
<td>7.632</td>
<td>2.51</td>
<td>2.9</td>
</tr>
<tr>
<td>Mg</td>
<td>4.01</td>
<td>3.91</td>
<td>2.29</td>
<td>3.94</td>
<td>3.2</td>
<td>2.97</td>
</tr>
<tr>
<td>Cl</td>
<td>3.87</td>
<td>5.8</td>
<td>2.31</td>
<td>3.26</td>
<td>2.43</td>
<td>1.69</td>
</tr>
<tr>
<td>P</td>
<td>2.92</td>
<td>2.73</td>
<td>1.8</td>
<td>2.94</td>
<td>1.99</td>
<td>13.14</td>
</tr>
<tr>
<td>S</td>
<td>2.641</td>
<td>2.523</td>
<td>1.66</td>
<td>2.44</td>
<td>1.76</td>
<td>2.12</td>
</tr>
<tr>
<td>Al</td>
<td>1.07</td>
<td>1.01</td>
<td>11.29</td>
<td>2.79</td>
<td>0.844</td>
<td>0.844</td>
</tr>
<tr>
<td>Na</td>
<td>1.19</td>
<td>4.86</td>
<td>0.645</td>
<td>1.07</td>
<td>0.935</td>
<td>0.704</td>
</tr>
<tr>
<td>Fe</td>
<td>1.17</td>
<td>1.04</td>
<td>0.74</td>
<td>1.08</td>
<td>0.853</td>
<td>0.648</td>
</tr>
<tr>
<td>Ti</td>
<td>0.12</td>
<td>0.114</td>
<td>0.397</td>
<td>0.18</td>
<td>0.08</td>
<td>0.075</td>
</tr>
<tr>
<td>Zn</td>
<td>0.0528</td>
<td>0.0476</td>
<td>0.0303</td>
<td>0.0466</td>
<td>0.04</td>
<td>0.0286</td>
</tr>
<tr>
<td>Sr</td>
<td>0.0901</td>
<td>0.0708</td>
<td>0.0622</td>
<td>0.0661</td>
<td>0.0685</td>
<td>0.0453</td>
</tr>
<tr>
<td>Ba</td>
<td>0.085</td>
<td>&#x2013;</td>
<td>0.065</td>
<td>0.091</td>
<td>0.084</td>
<td>0.058</td>
</tr>
<tr>
<td>Mn</td>
<td>0.042</td>
<td>0.037</td>
<td>0.024</td>
<td>0.035</td>
<td>0.028</td>
<td>0.027</td>
</tr>
<tr>
<td>Cu</td>
<td>0.0352</td>
<td>0.028</td>
<td>0.0188</td>
<td>0.0262</td>
<td>0.021</td>
<td>0.0186</td>
</tr>
<tr>
<td>Rb</td>
<td>0.0164</td>
<td>0.0131</td>
<td>&#x2013;</td>
<td>0.011</td>
<td>0.0119</td>
<td>&#x2013;</td>
</tr>
<tr>
<td>Ce</td>
<td>0.051</td>
<td>&#x2013;</td>
<td>&#x2013;</td>
<td>&#x2013;</td>
<td>&#x2013;</td>
<td>&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot><fn><p>Note: &#x201C;&#x2013;&#x201D; Blank data.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Effects of Anti-Slagging Additives on the Transfer Pathways of Potassium and Silicon during Slagging</title>
<p>Based on the analyses presented in <xref ref-type="fig" rid="fig-1">Figs. 1</xref>&#x2013;<xref ref-type="fig" rid="fig-8">8</xref> and <xref ref-type="table" rid="table-2">Table 2</xref>, the transfer paths of additives to slag silicon and potassium content of TS biomass pellet fuel were determined, as presented in <xref ref-type="fig" rid="fig-9">Fig. 9</xref>. Slagging is reduced through three methods: (1) the pathway that facilitates the emission of potassium and chlorine (P&#x2013;C&#x2013;P pathway) by adding alkali metals and non-metallic negative ions to form low-melting point chloride, which are subsequently released out of furnace in the form of gas; (2) the pathway that decreases the potassium concentration of biomass pellet fuel (P&#x2013;D pathway) by increasing other alkali metals (Fe, Na, and Mg) in granulation pellet fuel process, replacing single K element structure to generate silicate crystal structures with high melting points (Fe&#x2013;K, Mg&#x2013;K, and Na&#x2013;K) by adding foreign substances to decrease S and K concentrations in the pellet fuel; and (3) the pathway that changes the structures of silicate ion groups (S&#x2013;I&#x2013;G pathway) by primarily changing the crystalline structures of silicic acid consisting of Si<sub>x</sub>O<sub>y</sub><sup>z&#x2013;</sup> negative ions in slagging materials. By increasing the <italic>y</italic> value or <italic>y</italic> to <italic>x</italic> ratio, high-melting point materials such as Si<sub>2</sub>O<sub>6</sub><sup>4&#x2013;</sup> and Si<sub>3</sub>O<sub>8</sub><sup>4&#x2013;</sup> form, improving anti-slagging efficiency. Furthermore, higher combination ability of phosphorus and potassium compared silicon [<xref ref-type="bibr" rid="ref-26">26</xref>] and high temperature stability of tar in CaO&#x2013;K<sub>2</sub>O&#x2013;P<sub>2</sub>O<sub>5</sub> ternary system [<xref ref-type="bibr" rid="ref-27">27</xref>] generate a mixture of K&#x2013;Ca&#x2013;P compounds, such as K<sub>2</sub>CaP<sub>4</sub>O<sub>12</sub>, K<sub>2</sub>CaP<sub>2</sub>O<sub>7</sub>, and K<sub>4</sub>Ca(PO<sub>4</sub>)<sub>2</sub> with high melting points, producing the other branch pathway caused by the phosphorus element of additives.</p>
<fig id="fig-9">
<label>Figure 9</label>
<caption>
<title>Effects of additives on the conversion paths of silicon and potassium during pellet fuel combustion</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="EE_55158-fig-9.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Discussion</title>
<p>The activity of alkali metals in TS pellet fuel combustion process directly affects the emission [<xref ref-type="bibr" rid="ref-28">28</xref>] and slagging of biomass combustion equipment [<xref ref-type="bibr" rid="ref-29">29</xref>]. In this research, the slagging rates of the burner&#x2019;s ash of various additive treatments were found to be proportional to their potassium fixation rates. As this is the pellet fuel combustion model for especial tobacco curing not to allow prediction of the temporal patterns of release of gas-phase potassium, it is not quite fit the traditional model for potassium release that is described by Mason et al. [<xref ref-type="bibr" rid="ref-30">30</xref>]. For example, low slagging rate of CHP corresponded to its low potassium fixation rate, while high slagging rate of TS corresponded to its high potassium fixation rate, indicating that anti-slagging additives applied to resist furnace slagging mainly decreased TS-based pellet fuel slagging rate by decreasing potassium fixation rate. The essential role of TS additives was possibly promoting the release of burning fuel in the form of gas from K, Mg, and Na elements during combustion, preventing the formation of low-melting point potassium silicates attached to burning pellet fuel and dust surface [<xref ref-type="bibr" rid="ref-31">31</xref>], and physically weakening further bonding and slagging of the contained substances. At fixed potassium content in TS-based pellet fuel during different test treatments, slagging blocks with low potassium fixation rates after combustion indicated that potassium was precipitated in the form of alkali metal gas or replaced with other alkali metals, which agreed with the findings of He et al. [<xref ref-type="bibr" rid="ref-22">22</xref>] using similar CHP TS additives.</p>
<p>Biomass burner furnace temperature in the heating chamber of flue-cured tobacco barn was 900&#x00B0;C&#x2013;1100&#x00B0;C [<xref ref-type="bibr" rid="ref-25">25</xref>]. Chlorine species concentrations in flue gas and ash were clearly affected by combustion temperature [<xref ref-type="bibr" rid="ref-32">32</xref>]. Chlorine was released in the form of gas as HCl, NaCl, and KCl vapor at low temperatures [<xref ref-type="bibr" rid="ref-33">33</xref>] or during the case of low firepower [<xref ref-type="bibr" rid="ref-34">34</xref>]. At high temperatures, difference in emission profiles could be described in terms of K: (Si &#x002B; Al) ratios, such that low (Si &#x002B; Al) facilitated the release of KCl or KOH to gas phase [<xref ref-type="bibr" rid="ref-35">35</xref>]. In this research, chlorine element content variation patterns was closely related to slagging severity. It was found that three inorganic additives could decrease K: (Si &#x002B; Al) ratios and were conducive to chlorine emission out of furnace.</p>
<p>Potassium content in tobacco straw was much higher than that in common crop straw and agricultural and forestry wastes [<xref ref-type="bibr" rid="ref-36">36</xref>]. In this research, TS pellet fuel slagging tendency was primarily caused by low-melting point silicates, mainly K<sub>2</sub>Si<sub>2</sub>O<sub>5</sub>, condensed on ash surface. This was different from the furnace slagging of K<sub>2</sub>CO<sub>3</sub> and K<sub>2</sub>SO<sub>4</sub> generated from pure agricultural straw [<xref ref-type="bibr" rid="ref-37">37</xref>] and CaCO<sub>3</sub> produced after the combustion of sawdust, felling residue, and bark materials [<xref ref-type="bibr" rid="ref-38">38</xref>]. Hence, increasing potassium release in TS-based pellet fuel combustion process and reducing the production of low-melting point silicates should be the research directions for the selection of anti-slagging additives for TS, opposite to the improvement of potassium fixation rate in ash by crop straw additives [<xref ref-type="bibr" rid="ref-39">39</xref>]. The temperature and structure of furnace in biomass pellet fuel burners are key factors affecting biomass particle slagging [<xref ref-type="bibr" rid="ref-40">40</xref>]. This research focused on heating environment in flue-cured tobacco curing. Further research is necessary on the slagging types of different anti-slagging TS-based pellet fuels in domestic or industrial boilers.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Conclusions</title>
<p>To determine flue-curing TS slagging conditions and the properties of its residues, five anti-slagging additives with different proportions were added to TS to create biomass pellet fuel. A representative biomass burner to cure tobacco with heat was applied for flue-curing and a certain amount of slagging residue was analyzed. The obtained results revealed that TS pellet fuel residue was mainly consisted of low-melting point K<sub>2</sub>Si<sub>2</sub>O<sub>5</sub>.</p>
<p>In summary, the anti-slagging mechanism proposed in this research using various additives showed that: 1) Increase of potassium precipitation promoted the release of K, Mg, and Na in pellet fuel during combustion. Lower potassium fixation rates of different slag treatments resulted in more obvious anti-slagging effects. 2) Alkali metals in the additives replaced silicates with K structures in TS pellet fuels to generate silicates with high melting points of Al&#x2013;K, Ca&#x2013;K, Fe&#x2013;K, Mg&#x2013;K, and Na&#x2013;Na structures. 3) The structure of silicate functional groups from simple Si<sub>2</sub>O<sub>5</sub><sup>2&#x2013;</sup> was reconstructed into complex Si<sub>x</sub>O<sub>y</sub><sup>z&#x2013;</sup> with high melting point.</p>
</sec>
</body>
<back>
<glossary content-type="abbreviations" id="glossary-1">
<title>Nomenclature</title>
<def-list>
<def-item>
<term>TS</term>
<def>
<p>Tobacco stalk</p>
</def>
</def-item>
<def-item>
<term>CMC</term>
<def>
<p>Carboxymethyl cellulose</p>
</def>
</def-item>
<def-item>
<term>KLN</term>
<def>
<p>Kaolin</p>
</def>
</def-item>
<def-item>
<term>DTE</term>
<def>
<p>Diatomaceous earth</p>
</def>
</def-item>
<def-item>
<term>CCO</term>
<def>
<p>Calcium carbonate</p>
</def>
</def-item>
<def-item>
<term>CHP</term>
<def>
<p>Calcium dihydrogen phosphate</p>
</def>
</def-item>
<def-item>
<term>XRD</term>
<def>
<p>X-ray diffraction</p>
</def>
</def-item>
<def-item>
<term><italic>C</italic><sub><italic>s</italic></sub></term>
<def>
<p>Slagging rate (%)</p>
</def>
</def-item>
<def-item>
<term><italic>G</italic><sub><italic>t</italic></sub></term>
<def>
<p>Total mass of the sampled furnace dust (kg)</p>
</def>
</def-item>
<def-item>
<term><italic>G</italic><sub>1</sub></term>
<def>
<p>Mass of slag with particle size &#x003E;6 mm (kg)</p>
</def>
</def-item>
<def-item>
<term><italic>&#x019E;</italic><sub><italic>e</italic></sub></term>
<def>
<p>Anti-slagging rate (%)</p>
</def>
</def-item>
<def-item>
<term><italic>C</italic><sub><italic>TS</italic></sub></term>
<def>
<p>Pure TS biomass pellet fuel slagging rate (%)</p>
</def>
</def-item>
<def-item>
<term><italic>C</italic><sub><italic>S</italic></sub></term>
<def>
<p>Slagging rates of different additive treatments (%)</p>
</def>
</def-item>
<def-item>
<term><italic>&#x03B7;</italic><sub><italic>K</italic></sub></term>
<def>
<p>Potassium fixation rate (%)</p>
</def>
</def-item>
<def-item>
<term><italic>&#x03C9;</italic><sub>1</sub></term>
<def>
<p>Potassium contents in the slag after combustion pellet fuel (kg)</p>
</def>
</def-item>
<def-item>
<term><italic>&#x03C9;</italic><sub>2</sub></term>
<def>
<p>Potassium contents in the original pellet fuel (kg)</p>
</def>
</def-item>
<def-item>
<term><italic>&#x03B7;</italic><sub><italic>o</italic></sub></term>
<def>
<p>Oxygen enrichment rate (%)</p>
</def>
</def-item>
<def-item>
<term><italic>&#x03C9;</italic><sub>3</sub></term>
<def>
<p>Oxygen contents in slag after combustion (kg)</p>
</def>
</def-item>
<def-item>
<term><italic>&#x03C9;</italic><sub>4</sub></term>
<def>
<p>Oxygen contents in the original pellet fuel (kg)</p>
</def>
</def-item>
</def-list>
</glossary>
<ack><p>This study was funded by Henan China Tobacco Industry Co., Ltd. and Henan Provincial Tobacco Company.</p>
</ack>
<sec><title>Funding Statement</title>
<p>This study was funded by Henan China Tobacco Industry Co., Ltd. (Grant No. 2022410000340099) and Henan Provincial Tobacco Company (Grant No. 2018410000270097).</p>
</sec>
<sec><title>Author Contributions</title>
<p>Study conception and design: Jianan Wang and Zhaopeng Song; data collection: Yikuan Fan; analysis and interpretation of results: Jianan Wang and Weidong Duan; draft manuscript preparation: Jianan Wang. All authors reviewed the results and approved the final version of the manuscript.</p>
</sec>
<sec sec-type="data-availability"><title>Availability of Data and Materials</title>
<p>This statement should make clear how readers can access the data used in the study and explain why any unavailable data cannot be released. The data that support the findings of this study are available from <italic>China National Tobacco Corporation</italic> but restrictions apply to the availability of these data, which were used under license for the current study, and so are not publicly available. Data are however available from the authors upon reasonable request and with permission of <italic>China National Tobacco Corporation</italic>.</p>
</sec>
<sec><title>Ethics Approval</title>
<p>This study did not involve human or animal subjects.</p>
</sec>
<sec sec-type="COI-statement"><title>Conflicts of Interest</title>
<p>The authors declare that they have no conflicts of interest to report regarding the present study.</p>
</sec>
<ref-list content-type="authoryear">
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