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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">1089080</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2022.1089080</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>Numerical study of perforated obstacles effects on the performance of solar parabolic trough collector</article-title>
<alt-title alt-title-type="left-running-head">Fahim 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.2022.1089080">10.3389/fchem.2022.1089080</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Fahim</surname>
<given-names>Tayeb</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Laouedj</surname>
<given-names>Samir</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Abderrahmane</surname>
<given-names>Aissa</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1841579/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Driss</surname>
<given-names>Zied</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tag-ElDin</surname>
<given-names>El Sayed Mohamed</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1832596/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Guedri</surname>
<given-names>Kamel</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1842053/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Younis</surname>
<given-names>Obai</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1886473/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Materials and Reactive Systems Laboratory (LMSR)</institution>, <institution>Djillali Liabes University</institution>, <addr-line>Sidi Bel Abbes</addr-line>, <country>Algeria</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Laboratoire de Physique Quantique de la Mati&#xe8;re et Mod&#xe9;lisation Math&#xe9;matique (LPQ3M)</institution>, <institution>Universit&#xe9; Mustapha Stambouli de Mascara</institution>, <addr-line>Mascara</addr-line>, <country>Algeria</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Laboratory of Electromechanical Systems (LASEM)</institution>, <institution>National School of Engineers of Sfax</institution>, <institution>University of Sfax</institution>, <addr-line>Sfax</addr-line>, <country>Tunisia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Center of Research</institution>, <institution>Faculty of Engineering</institution>, <institution>Future University in Egypt</institution>, <addr-line>New Cairo</addr-line>, <country>Egypt</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Mechanical Engineering Department</institution>, <institution>College of Engineering and Islamic Architecture</institution>, <institution>Umm Al-Qura University</institution>, <addr-line>Makkah</addr-line>, <country>Saudi Arabia</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Department of Mechanical Engineering</institution>, <institution>College of Engineering in Wadi Addwasir</institution>, <institution>Prince Sattam Bin Abdulaziz University</institution>, <addr-line>Al-kharj</addr-line>, <country>Saudi Arabia</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/1473920/overview">Feng Gu</ext-link>, Jiangxi University of Science and Technology, 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/1473730/overview">Shiyong Zhao</ext-link>, University of Adelaide, Australia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1477716/overview">Dongliang Yan</ext-link>, Guangxi University for Nationalities, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Kamel Guedri, <email>kmguedri@uqu.edu.sa</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Physical Chemistry and Chemical Physics, a section of the journal Frontiers in Chemistry</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>10</volume>
<elocation-id>1089080</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Fahim, Laouedj, Abderrahmane, Driss, Tag-ElDin, Guedri and Younis.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Fahim, Laouedj, Abderrahmane, Driss, Tag-ElDin, Guedri and Younis</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>The current work presents and discusses a numerical analysis of improving heat transmission in the receiver of a parabolic trough solar collector by introducing perforated barriers. While the proposed approach to enhance the collector&#x2019;s performance is promising, the use of obstacles results in increased pressure loss. The Computational Fluid Dynamics (CFD) model analysis is conducted based on the renormalization-group (RNG) k-&#x25b; turbulent model associated with standard wall function using thermal oil D12 as working fluid The thermo-hydraulic analysis of the receiver tube with perforated obstacles is taken for various configurations and Reynolds number ranging from 18,860 to 81,728. The results are compared with that of the receiver without perforated obstacles. The receiver tube with three holes (PO3) showed better heat transfer characteristics. In addition, the Nusselt number (Nu) increases about 115% with the increase of friction factor 5&#x2013;6.5 times and the performance evaluation criteria (PEC) changes from 1.22 to 1.24. The temperature of thermal oil fluid attains its maximum value at the exit, and higher temperatures (462.1&#xa0;K) are found in the absorber tube with perforated obstacles with three holes (PO3). Accordingly, using perforated obstacles receiver for parabolic trough concentrator is highly recommended where significant enhancement of system&#x2019;s performance is achieved.</p>
</abstract>
<kwd-group>
<kwd>nanofluid</kwd>
<kwd>parabolic trough solar collector</kwd>
<kwd>Nusselt number</kwd>
<kwd>perforated obstacles</kwd>
<kwd>numerical investigation</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Highlights</title>
<p>
<list list-type="simple">
<list-item>
<p>- The flow and thermal characteristics of through solar collector was examined.</p>
</list-item>
<list-item>
<p>- The benefits effects of using perforated baffles to enhance heat transfer was analyzed.</p>
</list-item>
<list-item>
<p>- The position and number of perforations was optimized to obtain the best heat transfer.</p>
</list-item>
</list>
</p>
</sec>
<sec id="s2">
<title>Introduction</title>
<p>Growth in global energy demand and the overuse of non-renewable energy sources such as petrol and natural gas have reduced these resources&#x2019; availability and resulted in harmful severe environmental consequences such as air pollution and global warming (<xref ref-type="bibr" rid="B20">Jamshed et al., 2021</xref>; <xref ref-type="bibr" rid="B42">Wu et al., 2021</xref>; <xref ref-type="bibr" rid="B47">Zandalinas et al., 2021</xref>). Researchers focused on improving technologies involved in renewable energy sources such as solar to address these issues. Solar collectorsuse a heat-exchanging fluid to convert solar power to thermal power. In fact, using the absorber tube absorbs solar light and transfers heat to the absorber fluid. Therefore, the solar collector increases its internal energy, which may be utilized for other purposes (<xref ref-type="bibr" rid="B33">Sayed et al., 2020</xref>; <xref ref-type="bibr" rid="B29">Pandey et al., 2021</xref>; <xref ref-type="bibr" rid="B35">Shahzad et al., 2021</xref>).</p>
<p>Changing traditional working fluids in solar collectors to nanofluids is one of the activities that has gotten a lot of attention in recent years to improve their thermal performance (<xref ref-type="bibr" rid="B4">Aman et al., 2015</xref>; <xref ref-type="bibr" rid="B10">Fares et al., 2020</xref>; <xref ref-type="bibr" rid="B25">Mourad et al., 2021</xref>; <xref ref-type="bibr" rid="B17">Hassan et al., 2022</xref>; <xref ref-type="bibr" rid="B23">Khalid et al., 2022</xref>). <xref ref-type="bibr" rid="B8">Dehaj et al. (2021)</xref> designed and developed an experimental test bench to examine the parabolic trough solar collector (PTSC) efficiency using NiFe<sub>2</sub>O<sub>4</sub>/Water nanofluid as a working fluid. They used a U-shaped absorber tube. Their results show that the PTSC was more effective when the Nickel Ferrite nanofiuid was introduced. In fact, for a volumetric fraction of .05% and a fiow rate of 3&#xa0;L/min, an efficiency of 51% can be achieved. Farhana et al. (<xref ref-type="bibr" rid="B11">Farhana et al., 2021</xref>)investigated the flat plate solar collector efficiency with crystal nano-cellulose (CNC) nanofluid through an experiment. They revealed that the efficiency of the FPSC was enhanced by 2.48% and 8.46% when .5% Al<sub>2</sub>O<sub>3</sub> and .5% CNC nanofluids were used, respectively.</p>
<p>Hosseini et al. (<xref ref-type="bibr" rid="B18">Hosseini Seyed and Shafiey Dehaj, 2021</xref>) calculated the energetic performance of a PTSC working with Al<sub>2</sub>O<sub>3</sub> and GO nanofiuid with a .2% volume fraction. They found that the thermal efficiency of the PTSC was improved by 63.2% and 32.1% when the GO nanofiuid and the Al<sub>2</sub>O<sub>3</sub> nanofiuid were used, respectively. Vahidinia et al. (<xref ref-type="bibr" rid="B39">Vahidinia et al., 2021</xref>) valued the thermal performance of the PTSC using three types of Syltherm 800 based nanofluids. The first two are Al<sub>2</sub>O<sub>3</sub> and SiO<sub>2,</sub> and the third is a hybrid nanofluid merging the above two. They illustrated that the exergy and energy performance of the hybrid nanofluid is always the highest. Vital et al. (<xref ref-type="bibr" rid="B40">Vital Caio. et al., 2021</xref>) evaluated the thermo-optical properties of TMN nanofluids such as TiN, ZrN, and HfN in an aqueous medium where the nanofluids were used as working fluids for a direct absorption solar collector (DASC). According to their results, the efficiencies of DASC employing TiN, ZrN, and HfN NF are 6.3%, 5.2%, and 5.6%, respectively. They also stated that these enhancements could be achieved without increasing the demands of pumping power by using a low-concentration regime. Ould-Lahoucine et al. (<xref ref-type="bibr" rid="B28">Ould-Lahoucine et al., 2021</xref>) proposed a novel technique to identify the ideal height of the rectangular cooling channel for photovoltaic/thermal (PV/T) collector system employing TiO<sub>2</sub>-water nanofluid. Before that, they discussed this nanofluid&#x2019;s energy and exergy performances inside the PV/T.</p>
<p>Some researchers focused on nanofluid flow through the absorber tube, which is essentially a channel. Esmaeili et al. (<xref ref-type="bibr" rid="B9">Esmaeili et al., 2019</xref>) applied a two-phase model to inspect turbulent flow with both forced and free convection of nanofluid within a 3D rectangular channel (<xref ref-type="bibr" rid="B2">Ajeel Raheem et al, 2022</xref>). numerically analyzedthe flow pattern and heat transfer properties of ZnO-water nanofluid within a new channel, where both curved and corrugated profiles for the walls and E-shaped baffles. Berrehal et al. (<xref ref-type="bibr" rid="B7">Berrehal and Sowmya, 2021</xref>) analyzed nanofluid flow between two inclined walls using the optimal homotopy asymptotic technique. Ajeel et al. (<xref ref-type="bibr" rid="B3">Ajeel Raheem. et al., 2021</xref>) utilized the multi-phase mixture model to evaluate the thermal-hydraulic performance of binary hybrid nanofiuid flowing within a curved-corrugated channel. The results show that using the binary hybrid nanoparticles enhanced the thermal characteristics of the base fluid, thus improving the heat transfer rate in the system. This effect can be furthered by raising the volume fraction or the blockage ratio and reducing the pitch angle.</p>
<p>Recently, a new technique has been employed to enhance nanofluid&#x2019;s heat transport and flow inside channels. It consists of inserting a vortex generator of various shapes and sizes. Their primary purpose is to increase the flow turbulence intensity and eliminate the laminar boundary layer near the walls of the channels. Maadi et al. (<xref ref-type="bibr" rid="B34">Seyed Reza et al., 2021</xref>) attempted to enhance the performance of a photovoltaic-thermal system (PV/T) by employing nanofiuid and a wavy-strip insert. The outcomes show that using Al<sub>2</sub>O<sub>3</sub>water-based nanofiuid and wavy-strip inserts improved the PVT system&#x2019;s thermal efficiency by 12.06% compared to typical PVT. Mashayekhi et al. (<xref ref-type="bibr" rid="B31">Ramin et al., 2020</xref>) analyzed the impact of two rows of twisted conical strip inserts on the flow of a water-Al<sub>2</sub>O<sub>3</sub> nanofluid in an oval tube. Their study illustrated that inward Co-Conical inserts provide the highest value of heat transport rate, as it can reach 17% higher than tube without inserts. Hamid et al. (<xref ref-type="bibr" rid="B16">Hamid et al., 2019</xref>) performed experiments to study the combined impacts of using TiO<sub>2</sub>&#x2013;SiO<sub>2</sub> nanofluids and wire coil inserts on a tube&#x2019;s flow and heat transfer. Chadi et al. (<xref ref-type="bibr" rid="B22">Kamel et al., 2021</xref>) studied a diamond-water nanofluid&#x2019;s heat transfer and flow through micro-channels fitted with parallelogram ribs and pie-shaped ribs. The outcomes show that the heat transfer rate was highest when the parallelogram ribs were used. Jing et al. (<xref ref-type="bibr" rid="B21">Jing et al., 2020</xref>) underlined the significance of the magnetic field and the shape of heating fins on the flow and heat transport in a rectangular enclosure loaded with nanofluid. Azmi et al. (<xref ref-type="bibr" rid="B6">Azmi et al., 2021</xref>) scrutinized the performance of TiO<sub>2</sub>&#x2013;SiO<sub>2</sub>/water hybrid nanofluid with various composition ratios flowing inside a tube equipped with wire coil inserts. The outcomes showed that the highest thermal performance factor reached (1.72) with a composition ratio R &#x3d; .2. In addition, the wire coils can enhance the heat transfer of TiO<sub>2</sub>&#x2013;SiO<sub>2</sub>nanofluids by up to 211.75%. Rathnakumar et al. (<xref ref-type="bibr" rid="B32">Rathnakumar et al., 2014</xref>) considered improving heat transport turbulent fiow in a tube by equipping it with helical screw louvered rod inserts and employing (CNT)/water nanofiuids at various volume concentrations. The calculations indicated that the helical louvered rod inserts cause augmentation in heat transfer for a certain Reynolds number compared to a plain tube, whereas the friction factor also increased. Kumar et al. (<xref ref-type="bibr" rid="B24">Kumar et al., 2018</xref>) and Sundar et al. (<xref ref-type="bibr" rid="B38">Syam et al., 2020</xref>) explored the effect of twisted tape and wire coil with core-rod inserts on the heat transport, the friction factor of Fe<sub>3</sub>O<sub>4</sub>/water nanofiuid fiow inside a double pipe U-bend heat exchanger. Sundar et al. (Syam, Said, Saleh, Singh, Antonio Sousa) calculated the thermal-hydraulic performance of rGO/Co<sub>3</sub>O<sub>4</sub> hybrid nanofluid in a plain horizontal tube and another one fitted with longitudinal strip inserts. Their findings indicate that the Nusselt number is boosted by 25.65% when the concentration of hybrid nanoparticles in water is .2%. It is further improved by 110.56% when a straight strip is inserted. However, employing linear strip inserts and hybrid nanofluids results in aninsignificantdrawback in fluid friction. Alnaqi et al. (<xref ref-type="bibr" rid="B1">Abdulwahab et al., 2021</xref>)examined the performance of a solar collector fitted with two twisted tape inserts and loaded with MgO-MWCNT thermal oil-based hybrid nanofluid. Mohammed et al. (<xref ref-type="bibr" rid="B19">Hussein et al., 2019</xref>) studied numerically the overall thermo-hydraulic performance of nanofiuids in forced convection fiow inside circular tubes fitted with divergent and convergent conical rings inserts. According to their results, the divergent ring inserts produced a 365% enhancement in the performance criteria, making them the best option. Sheikhzadeh et al. (<xref ref-type="bibr" rid="B13">Ghanbar et al., 2019</xref>) examined an ethylene-glycol-based hybrid nanofluid&#x2019;s thermodynamic and flow properties in a rectangular channel with turbulators with various wing forms. The result shows that the trapezoidal wings with a volume fraction of .6% provide the best heat transfer performance considering fluid flow.</p>
<p>In recent years, various combinations of nanofluids as well as affecting parameters on the different structures are taken for analysis-oriented with the thermal application such as solar collectors. They have been considered and developed, as a result, effective enhancement of heat transfer achieved by many research works (<xref ref-type="bibr" rid="B32">Rathnakumar et al., 2014</xref>; <xref ref-type="bibr" rid="B24">Kumar et al., 2018</xref>; <xref ref-type="bibr" rid="B13">Ghanbar et al., 2019</xref>; <xref ref-type="bibr" rid="B16">Hamid et al., 2019</xref>; <xref ref-type="bibr" rid="B19">Hussein et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Jing et al., 2020</xref>; <xref ref-type="bibr" rid="B31">Ramin et al., 2020</xref>; <xref ref-type="bibr" rid="B38">Syam et al., 2020</xref>; Syam, Said, Saleh, Singh, Antonio Sousa; <xref ref-type="bibr" rid="B1">Abdulwahab et al., 2021</xref>; <xref ref-type="bibr" rid="B6">Azmi et al., 2021</xref>; <xref ref-type="bibr" rid="B22">Kamel et al., 2021</xref>; <xref ref-type="bibr" rid="B34">Seyed Reza et al., 2021</xref>). To the authors&#x2019; knowledge, no research has been done on the examination of the position and number of perforations to optimize and to enhance the performance of a photovoltaic-thermal system (PV/T) by employing nanofiuid and a wavy-strip insert. Accordingly, the aim of this study is to improve heat transfer inside parabolic through solar receiver using two different passive methods, perforated obstacles and nanoparticles. This work also investigates the effects of perforated obstacles inserted centrally inside the absorber of a PTC for various cases. Inserts are placed centrally, the diameters of the perforations are large, they are fixed to the top surface of the receiver tube, and their dimensions are much smaller than those found in the literature. In reality, inserting holes in obstacles aids fluid mixing by breaking the thermal boundary layer and aids fluid mixing due to the non-uniform circumferential heat flow profile on the receiver; hence the thermal performance is remarkably improved. The motivated work aims to answer to the following research questions.<list list-type="simple">
<list-item>
<p>- What is the effect of the perforated obstacles on heat transfer in a solar parabolic trough collector using nanofluids?</p>
</list-item>
<list-item>
<p>- What is the impact of the position and number of these perforations on the temperature of thermal oil fluid used?</p>
</list-item>
<list-item>
<p>- What are the benefits effects of using perforated baffles to enhance heat the performance evaluation criteria.</p>
</list-item>
<list-item>
<p>- How friction factor values decrease with the increase in the number of these holes?</p>
</list-item>
</list>
</p>
</sec>
<sec id="s3">
<title>Model description</title>
<sec id="s3-1">
<title>Physical model</title>
<p>
<xref ref-type="fig" rid="F1">Figure 1</xref> depicts the solar parabolic system&#x2019;s schematic and the collector&#x2019;s receiver. The parabolic trough collector (PTC) concentrates the direct sunlight on the bottom perimeter of the parabolic trough receiver (PTR). In contrast, the top perimeter of the PTR is exposed to non-concentrated solar irradiation (<xref ref-type="fig" rid="F1">Figure 1A</xref>). <xref ref-type="fig" rid="F1">Figure 1</xref> shows a cross-section drawing of the PTR (b). A glass cover protects the stainless-steel absorber tube. The space between the metal tube and the glass cover is constantly vacuumed to reduce heat loss. The focused solar energy travels through the glass cover and lands on the metal tube&#x2019;s outer surface. The concentrated solar energy is absorbed and transformed into heat by the metal tube. The heat is conveyed to the heat transfer fluid by conduction and convection modes. The receiver model employed in this study intends to improve the heat transmission performance of PTR by introducing absorber tubes with perforated barriers (<xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>). <xref ref-type="table" rid="T1">Table 1</xref> shows the geometrical characteristics of PTR and perforated barriers. <xref ref-type="table" rid="T2">Table 2</xref> also depicts the thermophysical parameters of the working fluid (Thermal oil D12), perforated barriers, and absorber tube.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>
<bold>(A)</bold> Parabolic trough collector (PTC). <bold>(B)</bold> Cross-sectional diagram of the parabolic trough receiver (PTR) (<xref ref-type="bibr" rid="B41">Wang et al., 2015</xref>).</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g001.tif"/>
</fig>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The receiver&#x2019;s longitudinal segment with perforated obstruction inserts.</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Cross-section of the receiver tube with perforated obstacles and smooth absorber.</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g003.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The PTR model parameters and perforated obstacles.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Parameter</th>
<th align="center">Values</th>
<th align="center">Reference</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Length of the absorber (m)</td>
<td align="left">4.06</td>
<td align="left">
<xref ref-type="bibr" rid="B44">Wu et al., 2014a</xref>, <xref ref-type="bibr" rid="B43">Wu et al., 2014b</xref>
</td>
</tr>
<tr>
<td align="left">Internal diameter of the metal tube (m)</td>
<td align="left">.064</td>
<td align="left"/>
</tr>
<tr>
<td align="left">External diameter of the metal tube (m)</td>
<td align="left">.07</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Internal diameter of the Glass cover (m)</td>
<td align="left">.117</td>
<td align="left"/>
</tr>
<tr>
<td align="left">External diameter of the Glass cover (m)</td>
<td align="left">.12</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Glass envelope transmissivity</td>
<td align="left">.95</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Metal tube absorptivity</td>
<td align="left">.96</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Obstacle diameter (mm)</td>
<td align="left">46</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Perforated obstaclesthickness (mm)</td>
<td align="left">2</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Diameter of the perforation (mm)</td>
<td align="left">10</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Distance between two consecutive perforated obstacles (mm)</td>
<td align="left">128</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Number of perforated obstacles in the absorber tube</td>
<td align="left">25</td>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Thermophysical properties of the working fluid, perforated obstacles, and absorber tube.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">Working fluid (thermal oil D12)</th>
<th align="center">Perforated obstacles and absorber tube (stainless steel)</th>
<th align="center">Reference</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Density (Kg/m3)</td>
<td align="center">679</td>
<td align="center">8,027</td>
<td align="center">
<xref ref-type="bibr" rid="B36">Solutia, (1998)</xref>
</td>
</tr>
<tr>
<td align="left">Specific heat (J/Kg.K)</td>
<td align="center">2,571</td>
<td align="center">500</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Thermal conductivity (W/m.K)</td>
<td align="center">.091</td>
<td align="center">20</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Viscosity (N.s/m2)</td>
<td align="center">.000346</td>
<td align="center">&#x2014;</td>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>Boundary conditions</title>
<p>The boundary conditions are as follows.<list list-type="simple">
<list-item>
<p>&#x2022; Fluid inlet:</p>
</list-item>
</list>
<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:msub>
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<mml:mrow>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mo>&#x3d;</mml:mo>
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<mml:msub>
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<mml:mrow>
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<mml:mi mathvariant="normal">n</mml:mi>
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<mml:msub>
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<mml:mrow>
<mml:mi mathvariant="normal">y</mml:mi>
<mml:mo>&#x3d;</mml:mo>
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</mml:msub>
<mml:msub>
<mml:mi mathvariant="normal">V</mml:mi>
<mml:mi mathvariant="normal">z</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi mathvariant="normal">m</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>
<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mi mathvariant="normal">in</mml:mi>
</mml:msub>
<mml:mrow>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>400</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">K</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
</mml:mrow>
<mml:mi mathvariant="normal">L</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>0</mml:mn>
<mml:msup>
<mml:mn>0</mml:mn>
<mml:mn>0</mml:mn>
</mml:msup>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mrow>
<mml:mn>360</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
<list list-type="simple">
<list-item>
<p>&#x2022; At the walls</p>
</list-item>
</list>
</p>
<p>The upper half perimeter of the metal tube is exposed to the uniform heat flux qt, which is calculated as:<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">q</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">D</mml:mi>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">I</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mi mathvariant="normal">G</mml:mi>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mo>&#xd7;</mml:mo>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1000</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>0.95</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>0.96</mml:mn>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>912</mml:mn>
<mml:mi mathvariant="normal">W</mml:mi>
<mml:mo>/</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi mathvariant="normal">L</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>4.06</mml:mn>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mo>,</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>&#x2070;</mml:mo>
<mml:mo>&#x2264;</mml:mo>
<mml:mi mathvariant="normal">&#x3c6;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>180</mml:mn>
<mml:mo>&#x2070;</mml:mo>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>Where DNI, TGE, and AMT are the solar irradiation, the glass envelope transmissivity, and the metal tube absorptivity, respectively. The concentrated solar irradiation qcal was computed by. (<xref ref-type="bibr" rid="B22">Kamel et al., 2021</xref>) (<xref ref-type="fig" rid="F4">Figure 4</xref>). The lower half perimeter of the metal tube is subjected to the heat flux qb, which is calculated as:<disp-formula id="e4">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">q</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">q</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi mathvariant="normal">L</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>4.06</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mo>,</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mn>180</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
<mml:mo>&#x2264;</mml:mo>
<mml:mi mathvariant="normal">&#x3c6;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mrow>
<mml:mn>360</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
<list list-type="simple">
<list-item>
<p>&#x2022; Fully formed conditions are enforced at the fluid outflow.</p>
</list-item>
<list-item>
<p>&#x2022; In this study, the outer absorber wall is subjected to a non-uniform heat flux estimated using the Monte Carlo Ray Tracing (MCR) method and a DNI of 1000&#xa0;W/m2. <xref ref-type="fig" rid="F4">Figure 4</xref> depicts the variation of the heat flux distribution along the bottom-half perimeter of the absorber tube for present and Hachicha et al. (<xref ref-type="bibr" rid="B15">Hachicha et al., 2013</xref>) models. Using the current calculation, the heat flux distribution pattern of the absorber tube is plotted in <xref ref-type="fig" rid="F5">Figure 5</xref>.</p>
</list-item>
</list>
</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Heat flux distribution variation along the bottom half perimeter of the absorber tube.</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Heat flux distribution on the absorber tube surface (current study).</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<title>Numerical model</title>
<sec id="s4-1">
<title>Numerical method</title>
<p>The computational fluid dynamics (CFD) modeling technique was used in this work. The finite volume technique (FVM) is used to discretize the equations. The resulted equations system is solved numerically by employing the commercial package software ANSYS-FLUENT (Release 17.1). The RNG k-&#x25b; turbulence model is employed to simulate the turbulent flow of Thermal oil D12 in the solar collector&#x2019;s absorber tube. Second-order UPWIND and QUICK methods are used for discretizing the convective components in momentum and energy equations. For dealing with pressure-velocity coupling, the SIMPLEC method is utilized. For all equations, the convergence threshold is 10&#x2013;6. GAMBIT version 2.2 is used to generate and the mesh of the physical model (<xref ref-type="fig" rid="F6">Figure 6</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>3D mesh of the computational domain.</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g006.tif"/>
</fig>
</sec>
<sec id="s4-2">
<title>Governing equations</title>
<p>The instantaneous Navier Stokes equation is used to generate the RNG k-turbulent model by using a mathematical approach known as &#x201c;renormalization group&#x201d; (RNG) methods (<xref ref-type="bibr" rid="B14">Gnielinski, 1976</xref>; <xref ref-type="bibr" rid="B46">Yakhot et al., 1992</xref>). The values of k (turbulent kinetic energy) and &#x25b; (turbulent dissipation rate) are determined by equations:<disp-formula id="e5">
<mml:math id="m5">
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<mml:mrow>
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<mml:mfrac>
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<mml:mi mathvariant="normal">u</mml:mi>
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<mml:mi mathvariant="normal">x</mml:mi>
<mml:mi mathvariant="normal">j</mml:mi>
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<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
<disp-formula id="e6">
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<mml:mi>G</mml:mi>
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</mml:mrow>
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<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>k</mml:mi>
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<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
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<mml:mrow>
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<label>(6)</label>
</disp-formula>Where<disp-formula id="e7">
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<mml:msup>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:msup>
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
</mml:mrow>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mover accent="true">
<mml:msub>
<mml:mi>u</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
<disp-formula id="e8">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3b5;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">G</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mi>&#x3bc;</mml:mi>
</mml:msub>
<mml:msup>
<mml:mi mathvariant="normal">&#x3b7;</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3b7;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3b7;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:msup>
<mml:mi mathvariant="normal">&#x3b7;</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
<disp-formula id="e9">
<mml:math id="m9">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>k</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>j</mml:mi>
</mml:mrow>
</mml:msub>
<mml:msub>
<mml:mi>S</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>j</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<p>The turbulent viscosity <inline-formula id="inf1">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is calcluated as:<disp-formula id="e10">
<mml:math id="m11">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bc;</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="normal">&#x3c1;</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mi mathvariant="normal">&#x3bc;</mml:mi>
</mml:msub>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>Where the parameter <inline-formula id="inf2">
<mml:math id="m12">
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> represents the fluid&#x2019;s density.</p>
<p>
<inline-formula id="inf3">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">j</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> denotes the strain tensor rate and is defined as:<disp-formula id="e11">
<mml:math id="m14">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">j</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mover accent="true">
<mml:msub>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mi mathvariant="normal">j</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mover accent="true">
<mml:msub>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi mathvariant="normal">j</mml:mi>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
</p>
<p>
<xref ref-type="table" rid="T3">Table 3</xref> summarizes the model constants used.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Model constants.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">
<inline-formula id="inf4">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>&#x3bc;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="left">
<inline-formula id="inf5">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mi>&#x3b5;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>G</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="left">
<inline-formula id="inf6">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>&#x3b5;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>G</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="left">
<inline-formula id="inf7">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>G</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="left">
<inline-formula id="inf8">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>G</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="left">
<inline-formula id="inf9">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b7;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="left">
<inline-formula id="inf10">
<mml:math id="m21">
<mml:mrow>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">.0845</td>
<td align="center">1.42</td>
<td align="center">1.68</td>
<td align="center">.7194</td>
<td align="center">.7194</td>
<td align="center">4.38</td>
<td align="center">.012</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="results|discussion" id="s5">
<title>Results and discussion</title>
<sec id="s5-1">
<title>Grid independency</title>
<p>Numerous calculations were undertaken to determine the total number of grid points required to create an array adequate for measuring flux and thermal field in order to justify the simulation solution&#x2019;s accuracy and consistency. <xref ref-type="table" rid="T4">Table 4</xref> illustrates the evolution of the average Nusselt number as a cell number function for Reynolds numbers ranging from 10<sup>4</sup> to 10<sup>6</sup>.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Mesh effect on the average Nusselt number.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="6" align="center">N<sub>cells</sub>
</th>
</tr>
<tr>
<th align="left"/>
<th align="center">294600</th>
<th align="center">307200</th>
<th align="center">330400</th>
<th align="center">354400</th>
<th align="left"/>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<bold>Re</bold>
</td>
<td colspan="4" align="center">Nu</td>
<td align="left">&#x7c;&#x3b4;max&#x7c;</td>
</tr>
<tr>
<td align="center">10<sup>4</sup>
</td>
<td align="center">148.123</td>
<td align="center">150.021</td>
<td align="center">149.613</td>
<td align="center">150.461</td>
<td align="center">1.57%</td>
</tr>
<tr>
<td align="center">10<sup>5</sup>
</td>
<td align="center">222.104</td>
<td align="center">226.371</td>
<td align="center">226.719</td>
<td align="center">229.004</td>
<td align="center">3.10%</td>
</tr>
<tr>
<td align="center">10<sup>6</sup>
</td>
<td align="center">259.121</td>
<td align="center">258.223</td>
<td align="center">259.942</td>
<td align="center">260.781</td>
<td align="center">.64%</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s5-2">
<title>Code validation</title>
<p>To determine the validity and correctness of the model and numerical solution used in this inquiry, the Nusselt number generated in this study is compared to the Nusselt number computed using the Gnielinski correlation (<xref ref-type="bibr" rid="B30">Petukhov et al., 1970</xref>). Gnielinski devised the following equation to get the Nusselt number of a smooth tube:<disp-formula id="e12">
<mml:math id="m22">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">D</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>8</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">D</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1000</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>Pr</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>12.7</mml:mn>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>8</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msup>
<mml:mi>Pr</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">F</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>3000</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>5</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>6</mml:mn>
</mml:msup>
<mml:mi>a</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>d</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>0.5</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>Pr</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>2000</mml:mn>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>Where the Petukhov friction correlation is as used in (<xref ref-type="bibr" rid="B12">Gee and Webb, 1980</xref>):<disp-formula id="e13">
<mml:math id="m23">
<mml:mrow>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>0.790</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>ln</mml:mi>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">D</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1.64</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="normal">F</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mn>3000</mml:mn>
<mml:mo>&#x2264;</mml:mo>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:mn>5</mml:mn>
<mml:mo>&#xd7;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mn>6</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>
</p>
<p>By flowing the PTR heat transfer fluid through a metal tube, the heat transfer properties of the fluid are studied. The Nu<sub>avg</sub>, Re, and heat transfer coefficient (h) <strike>read</strike> are as follows:<disp-formula id="e14">
<mml:math id="m24">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mo>.</mml:mo>
<mml:mi mathvariant="normal">D</mml:mi>
</mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>
<disp-formula id="e15">
<mml:math id="m25">
<mml:mrow>
<mml:mi mathvariant="normal">R</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">D</mml:mi>
<mml:mo>.</mml:mo>
<mml:mi mathvariant="normal">v</mml:mi>
</mml:mrow>
<mml:mi>&#x3bd;</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(15)</label>
</disp-formula>
<disp-formula id="e16">
<mml:math id="m26">
<mml:mrow>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:msup>
<mml:mi mathvariant="normal">q</mml:mi>
<mml:mo>&#x2033;</mml:mo>
</mml:msup>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi mathvariant="normal">a</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(16)</label>
</disp-formula>
</p>
<p>The Darcy friction factor in turbulent flow regime is as defined in (<xref ref-type="bibr" rid="B5">Amina et al., 2017</xref>):<disp-formula id="e17">
<mml:math id="m27">
<mml:mrow>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>.</mml:mo>
<mml:mo>&#x2206;</mml:mo>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mo>.</mml:mo>
<mml:mi mathvariant="normal">D</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">L</mml:mi>
<mml:mo>.</mml:mo>
<mml:mi mathvariant="normal">&#x3c1;</mml:mi>
<mml:mo>.</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(17)</label>
</disp-formula>
</p>
<p>Using the relation between the pressure and shear forces, the above expression can be written as:<disp-formula id="e18">
<mml:math id="m28">
<mml:mrow>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>8</mml:mn>
<mml:mo>.</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi mathvariant="normal">w</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3c1;</mml:mi>
<mml:mo>.</mml:mo>
<mml:msup>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(18)</label>
</disp-formula>
</p>
<p>To verify the quality of the computational model employed in this study, the Gnielinski and Petukhov correlations for the Nusselt number and friction factor are utilized to evaluate the simulation of heat transfer and flow properties of the thermal oil D12 in the absorber tube. <xref ref-type="fig" rid="F7">Figure 7</xref> and <xref ref-type="fig" rid="F8">Figure 8</xref> show the friction factor and Nusselt number comparisons between the numerical results and the correlations for smooth absorber, respectively. The maximum deviation value of the numerical results was found to be around 7.8% and 15%, and the minimum deviation equals 18% and 11% for the Nusselt number and friction factor, respectively. The heat transfer and flow properties are clearly in agreement with the correlations.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Nussle number with Gnielinski correlation.</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g007.tif"/>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Friction factor with Petukhov correlation.</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g008.tif"/>
</fig>
</sec>
<sec id="s5-3">
<title>Effect of perforated obstacles on heat transfer</title>
<p>As seen in <xref ref-type="fig" rid="F9">Figure 9</xref>, changes in Reynolds number (Re) generate fluctuations in Nusselt number, which has values of 18860 (v &#x3d; 15&#xa0;m/s), 44007 (v &#x3d; 35&#xa0;m/s), and 81728 (v &#x3d; 65&#xa0;m/s) when using thermal oil D12 as working fluid. The Nusselt number approximately linearly rises in proportion to the Reynolds number; this enhancement is caused by introducing perforated barriers, which improve the heat transfer area. The vortex flow was caused by fluid mixing given by the perforated barriers, and enhanced turbulent intensity at high values of Re leads the thermal boundary layer to be destroyed. The highest gain is seen in absorber tubes with three holes and perforated barriers (PO3). The average Nusselt number improves by 115 percent compared to the standard case with the smooth absorber. Perforated barriers with one hole (PO1) are the second most successful example, with an average Nusselt number enhancement of 108 percent.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Nu variation in the absorber vs. Reynolds number (P/D &#x3d; 2).</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g009.tif"/>
</fig>
<p>In contrast, perforated barriers with nine holes (PO9) have the smallest Nusselt number enhancement, which equals 54 percent. From <xref ref-type="fig" rid="F10">Figure 10</xref>, it can be observed that the smooth case has the smallest friction factor of all the cases investigated in this study. The largest friction factor is obtained when perforated barriers with one hole (PO1) are used, followed by perforated barriers with three holes (PO3) and perforated barriers with nine holes (PO9) in the second and third cases, respectively. These higher values are caused by the whirling flow generated by the inserts that function as an obstruction. <xref ref-type="fig" rid="F11">Figure 11</xref> displays the heat transfer fluid average temperature distribution on sectional planes (y-axis and z-axis) along the entire length of the absorber tube with and without impediments. At the exit, the temperature reaches its peak. Higher temperatures (462.1&#xa0;K) are achieved in the absorber tube with perforated barriers with three holes (PO3), followed by (461.56&#xa0;K) for perforated barriers with one hole (PO1), and 454.92&#xa0;K for perforated barriers with nine holes (PO9). <xref ref-type="fig" rid="F12">Figure 12</xref> shows the temperature distributions of the PTR absorber tube on two distinct cross-sections with Re &#x3d; 81728 for various scenarios.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Variation in absorber tube&#x2019;s friction factor vs. Reynolds number (P/D &#x3d; 2).</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g010.tif"/>
</fig>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Variation in absorber tube&#x2019;s average temperature and without perforated obstacles (Re &#x3d; 81728, v &#x3d; .65&#xa0;m/s).</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g011.tif"/>
</fig>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Temperature distribution of absorber tube of PTR at cross-sections with Re &#x3d; 81728.</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g012.tif"/>
</fig>
</sec>
<sec id="s5-4">
<title>Thermal performance analysis</title>
<p>To enhance heat transfer efficiency, it is required to assess both heat transfer and flow resistance concurrently. As a result, as stated below (<xref ref-type="bibr" rid="B45">Xiangtao et al., 2017</xref>), the performance evaluation criteria (PEC) are universal assessment tools that reflect a heat transfer unit&#x2019;s overall performance. The thermal performance criterion was calculated as the ratio of the dimensionless Nusselt number to the dimensionless friction factor.<disp-formula id="e19">
<mml:math id="m29">
<mml:mrow>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mi mathvariant="normal">E</mml:mi>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(19)</label>
</disp-formula>where (Nu0) and (Nu1) represent the smooth absorber case (f0).</p>
<p>
<xref ref-type="fig" rid="F13">Figure 13</xref> illustrates the fluctuation of performance evaluation criteria (PEC); when the PEC values exceed one, it indicates that the inserts have a favorable influence on heat transfer. It is notable that the perforated barriers give a heat transfer boost over the smooth tube. The perforated barriers with three holes had the greatest PEC value (PO3).</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Performance evaluation criteria variation vs. Re number.</p>
</caption>
<graphic xlink:href="fchem-10-1089080-g013.tif"/>
</fig>
<p>
<xref ref-type="table" rid="T5">Table 5</xref> includes the obtained increase in the Nusselt number (Nu) and in the performance evaluation criteria (PEC). Data has been estimated according to the results of these papers. Moreover, this table shows the method of every study. These studies more specifically, present lower performance evaluation criteria (PEC) compared to the present study. According to the final results, the use of perforated obstacles leads to 1.24% performance evaluation criteria (PEC) enhancement.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Comparison with literature studies with inserts in the receiver of a parabolic trough solar collector and the present study.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Cas</th>
<th align="center">Insert type</th>
<th align="center">Increase (%) Nu</th>
<th align="center">PEC</th>
<th align="center">Method</th>
<th align="center">Reference</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<bold>Present study</bold>
</td>
<td align="left">Perforated obstacles</td>
<td align="center">115</td>
<td align="center">1,24</td>
<td align="center">CFD</td>
<td align="left"/>
</tr>
<tr>
<td align="left">
<bold>Gong Xiangtao</bold>
</td>
<td align="left">Pin fin arrays</td>
<td align="center">9</td>
<td align="center">1.12</td>
<td align="center">CFD</td>
<td align="center">
<xref ref-type="bibr" rid="B26">Mwesigye et al. (2016)</xref>
</td>
</tr>
<tr>
<td align="left">
<bold>Aggrey Mwesigye</bold>
</td>
<td align="left">Twisted tape</td>
<td align="center">58.8</td>
<td align="center">1.02</td>
<td align="center">CFD</td>
<td align="center">
<xref ref-type="bibr" rid="B27">Mwesigye et al. (2014)</xref>
</td>
</tr>
<tr>
<td align="left">
<bold>Aggrey Mwesigye</bold>
</td>
<td align="left">Perforated plate</td>
<td align="center">8&#x2013;133.5</td>
<td align="center">.44&#x2013;1.05</td>
<td align="center">CFD</td>
<td align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="conclusion" id="s6">
<title>Conclusion</title>
<p>The effect of utilizing varied perforated barriers on the thermal performance of parabolic through the solar receiver is computationally investigated in this work. The following observations could be drawn from this work.<list list-type="simple">
<list-item>
<p>&#x2022; In comparison to the reference case (smooth absorber), the greatest increase in Nusselt number was 115%, and it was attained by the perforated obstacles with three holes (PO3), followed by 108% for the perforated obstacles with one hole (PO1), while the perforated obstacles with nine holes (PO9) achieved the minimum enhancement of 54%.</p>
</list-item>
<list-item>
<p>&#x2022; Friction factor values decrease with the increase in the number of holes on obstacles. In the case of the tube without perforated obstacles, friction factor values are less than all the friction factor values with perforated obstacles inserts.</p>
</list-item>
<list-item>
<p>&#x2022; The perforated barriers in the absorber tube increase the Nusselt number while decreasing the friction factor.</p>
</list-item>
<list-item>
<p>&#x2022; The highest PEC value was obtained for the perforated obstacles with three holes (PO3).</p>
</list-item>
<list-item>
<p>&#x2022; The temperature of the heat transfer fluid reaches its maximum value near the exit, while temperatures as high as 462.1&#xa0;K are obtained in the absorber tube with perforated barriers with three holes (PO3).</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s7">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication. KG, TF, SL, AA: Formal analysis, investigation and writing-original draft. ZD, ET-E, OY: Formal analysis and supervision. MZB-F: Funding acquisition, software and revision. KG, ET-E: Funding acquisition, validation and revision. KG, ET-E: Funding acquisition, resources and revision. TF, SL, AA: Funding acquisition, validation and revision. ZD, ET-E, OY: Conceptualization, editing and revision.</p>
</sec>
<sec id="s9">
<title>Funding</title>
<p>The authors extend their appreciation to the Deputyship for Research &#x0026; Innovation, Ministry of Education in Saudi Arabia for funding this research work through the project number: IFP22UQU4331317DSR174.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<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="s11">
<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>
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