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<front>
<journal-meta>
<journal-id journal-id-type="pmc">FHMT</journal-id>
<journal-id journal-id-type="nlm-ta">FHMT</journal-id>
<journal-id journal-id-type="publisher-id">FHMT</journal-id>
<journal-title-group>
<journal-title>Frontiers in Heat and Mass Transfer</journal-title>
</journal-title-group>
<issn pub-type="epub">2151-8629</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">44706</article-id>
<article-id pub-id-type="doi">10.32604/fhmt.2023.044706</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Investigative Review of Design Techniques of Parabolic Trough Solar Collectors</article-title>
<alt-title alt-title-type="left-running-head">Investigative Review of Design Techniques of Parabolic Trough Solar Collectors</alt-title>
<alt-title alt-title-type="right-running-head">Investigative Review of Design Techniques of Parabolic Trough Solar Collectors</alt-title>
</title-group>
<contrib-group>
<contrib id="author-1" contrib-type="author" corresp="yes">
<name name-style="western"><surname>AbdelFatah</surname><given-names>Roba Tarek</given-names></name><email>r.tarek2213@nu.edu.eg</email></contrib>
<contrib id="author-2" contrib-type="author">
<name name-style="western"><surname>Fahim</surname><given-names>Irene S.</given-names></name></contrib>
<contrib id="author-3" contrib-type="author">
<name name-style="western"><surname>Kasem</surname><given-names>Mohamed Mahran</given-names></name></contrib>
<aff>
<label></label><institution>Smart Engineering Systems Research Center (SESC), Nile University</institution>, <addr-line>Shaikh Zayed City, 12588</addr-line>, <country>Egypt</country></aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label>Corresponding Author: Roba Tarek AbdelFatah. Email: <email>r.tarek2213@nu.edu.eg</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>3</month>
<year>2024</year></pub-date>
<volume>22</volume>
<issue>1</issue>
<fpage>317</fpage>
<lpage>339</lpage>
<history>
<date date-type="received">
<day>06</day>
<month>8</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>12</day>
<month>10</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024 AbdelFatah, Fahim and Kasem</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>AbdelFatah, Fahim and Kasem</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_FHMT_44706.pdf"></self-uri>
<abstract>
<p>Parabolic trough solar collectors (PTCs) are among the most cost-efficient solar thermal technologies. They have several applications, such as feed heaters, boilers, steam generators, and electricity generators. A PTC is a concentrated solar power system that uses parabolic reflectors to focus sunlight onto a tube filled with heat-transfer fluid. PTCs performance can be investigated using optical and thermal mathematical models. These models calculate the amount of energy entering the receiver, the amount of usable collected energy, and the amount of heat loss due to convection and radiation. There are several methods and configurations that have been developed so far; however, it is usually difficult for a designer to choose the appropriate method or configuration for his application. The present work investigates different PTC configurations and methods of solution, compares their efficiency and accuracy, summarizes their key behaviors and trends, and improves the available methods by maximizing the positives and minimizing the negatives among them. We investigated three methods and seven configurations. The findings suggest that optimizing the collector structure, tracking system, and reflector can lead to high PTC performance and reduced capital costs. After investigating and comparing the recent mathematical models, the study identified a clear deficiency in estimating the output temperature. Three PTC&#x0027;s solution methods are investigated, and a novel method is developed to give more accurate estimations of the output temperature.</p>
</abstract>
<kwd-group kwd-group-type="author">
<kwd>Parabolic trough collectors</kwd>
<kwd>solar collector</kwd>
<kwd>PTC mathematical models</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<label>1</label>
<title>Introduction</title>
<p>Solar energy has the most significant amount of energy on earth. It spreads all over the planet&#x2019;s surface in the form of solar radiation with total radiation of 3,400,000 EJ per year, which can cover the yearly global energy consumption [<xref ref-type="bibr" rid="ref-1">1</xref>]. It is a clean, eco-friendly, and widely available energy on earth that can fulfill the growing global energy demands. It can be harnessed using different technologies, such as photovoltaic systems applications, which generate electricity from solar radiation and concentrated solar power applications, like linear Fresnel reflectors, solar dishes, parabolic and compound parabolic trough collectors (PTC), and power towers [<xref ref-type="bibr" rid="ref-2">2</xref>]. It has been proven that the optimum design of PTC components such as the collector structure, tracking system, and reflector can result in good PTC designs with minimal system capital cost of up to $75&#x2013;$100/m<sup>2</sup>, which can be considered highly cost-effective solar concentration systems [<xref ref-type="bibr" rid="ref-3">3</xref>].</p>
<p>There are three important aspects in PTC analysis and design: (1) PTC configurations, (2) Methods of solution, and (3) Key behaviours and trends. PTC configuration concerns the different shapes, designs, analyses, and applications of PTCs. Gharat et al. [<xref ref-type="bibr" rid="ref-3">3</xref>] discussed various configurations and components of PTCs, showing how they may have evolved to simplify PTCs&#x0027; manufacture, installation, and maintenance and enhance their performance. The system&#x0027;s capital cost can be decreased by enlarging the parabolic trough&#x0027;s aperture. Hydraulic rotary actuators may be preferable to the traditional step-reduction gearbox to achieve superior tracking precision. Kasem [<xref ref-type="bibr" rid="ref-4">4</xref>] showed how to modify PTC for air conditioning and desalination in addition to heating. PTCs can also provide energy that can be utilized to run stirring engines and be stored in hydraulic accumulator systems. Jamali [<xref ref-type="bibr" rid="ref-5">5</xref>] focused on the significance of solar mirror reflectance and how it affects the thermal performance of parabolic trough solar collectors. Aluminium and silver mirrors are the most popular and often used in mirrors for PTC reflectors. However, we have to weigh the benefits of mirrors against their drawbacks in light of their immediate needs.</p>
<p>According to Yilmaz et al. [<xref ref-type="bibr" rid="ref-6">6</xref>], the PTC&#x0027;s optical and thermal characteristics are crucial for enhancing the PTC&#x0027;s general performance. They argued that reducing the PTC cost, increasing optical precision, and enhancing reliability are important. Better system controllability techniques can be attained using dynamic simulation of Direct Steam Generation (DSG) and solar plants. They also showed that PTCs thermal performance can be enhanced by adding turbulators, changing the absorber tube, and using nanofluids [<xref ref-type="bibr" rid="ref-6">6</xref>]. For optical analysis, Malan et al. [<xref ref-type="bibr" rid="ref-7">7</xref>] found that the flux distribution analysis is important for improving the PTC optical performance. The history of flux distribution at the focal plane with a flat receiver began in 1957 and continued into the 1980s when a cylindrical receiver was added. After 2010, most of the research used the Monte Carlo Ray Tracing (MCRT) approach for PTCs optical analysis [<xref ref-type="bibr" rid="ref-7">7</xref>].</p>
<p>Accurate mathematical models are critical for optimizing PTC performance, so various models have been developed to predict solar radiation absorption, heat transfer fluid flow, and heat loss mechanisms. Analytical, numerical, and experimental models have been established for PTC analysis, with each offering different advantages and limitations [<xref ref-type="bibr" rid="ref-8">8</xref>,<xref ref-type="bibr" rid="ref-9">9</xref>]. The creation of precise and effective models can aid in the optimization of PTC system design and operation, resulting in a greater uptake of this renewable energy technology [<xref ref-type="bibr" rid="ref-10">10</xref>].</p>
<p>Many of the studies found in the literature concentrate on PTCs configurations, analysis, and design. The present work investigates the development of efficient PTCs structure configurations and solution methods and compares them. Three methods are developed and compared regarding their accuracy, finally leading to a new method that is found to be more accurate than the traditional methods since it maximizes the positives and minimizes the negatives among the methods available in the literature. Some key behaviors and trends regarding PTC analysis and design are summarized, and some conclusions are obtained.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>PTC Configurations</title>
<p>The solar PTC consists of a reflector with a parabolic cross-section trough shape, receiver tube, supporting structure and solar tracking system, as shown in <xref ref-type="fig" rid="fig-1">Fig. 1</xref>. The receiver, which is the heat collection element (HCE), is a black pipe located at the trough&#x0027;s focal line that receives the concentrated solar energy and converts it into heat, as depicted in <xref ref-type="fig" rid="fig-1">Fig. 1</xref>. When a solar beam falls on the trough, it is reflected to the receiver at which the heat transfer fluid is located. The heat produced by the radiation is used to warm the fluid [<xref ref-type="bibr" rid="ref-3">3</xref>,<xref ref-type="bibr" rid="ref-11">11</xref>]. This section reviews the development of PTCs configurations over the years, including the solar tracking system, the receiver, and the working fluid.</p>
<fig id="fig-1">
<label>Figure 1</label>
<caption>
<title>PTC basic components</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_44706-fig-1.tif"/>
</fig>
<sec id="s2_1">
<label>2.1</label>
<title>Structure Configurations</title>
<p>PTCs have a long development history, dating back to 1911 when John Ericsson built the first PTC [<xref ref-type="bibr" rid="ref-3">3</xref>,<xref ref-type="bibr" rid="ref-12">12</xref>]. Over time, various improvements and developments were made to enhance PTC performance and reduce costs. In 1883, Ericsson improved the reflector to be a flat silvered reflector rather than polished sheet metal. In 1912, Frank Shuman [<xref ref-type="bibr" rid="ref-3">3</xref>] developed the first solar trough to drive irrigation water pumps for farmers in Egypt. Lewis Shipman [<xref ref-type="bibr" rid="ref-3">3</xref>] invented a new PTC in 1925 that used a mechanical geared wheel for a solar tracking system. In 1959, C.G. Abbot [<xref ref-type="bibr" rid="ref-3">3</xref>] utilized a PTC in conjunction with a steam engine to transform solar energy into mechanical work [<xref ref-type="bibr" rid="ref-3">3</xref>].</p>
<p>In later years, significant contributions were made. A new rotation mechanism was developed by Matlock et al. in 2011, and Orrison [<xref ref-type="bibr" rid="ref-3">3</xref>] developed a PTC that used two reflectors: primary and secondary. In 1978, Garner [<xref ref-type="bibr" rid="ref-3">3</xref>] invented a parabolic trough with a transparent cover to protect the reflector, and in 1979, Kenedy [<xref ref-type="bibr" rid="ref-3">3</xref>] used high-accuracy reflectors known as torque tube collectors.</p>
<p>After 1980, new designs were investigated to reduce costs and improve performance. The central torque tube was developed in 1984 and 1985 [<xref ref-type="bibr" rid="ref-3">3</xref>] to bear the reflector supporting arms loads and transfer torque through the tube. The space frame structure was adopted in 1989 [<xref ref-type="bibr" rid="ref-3">3</xref>], and the torque box design was developed in 2007 [<xref ref-type="bibr" rid="ref-3">3</xref>] as a low-cost design. The space tube structure was invented in 2013 [<xref ref-type="bibr" rid="ref-3">3</xref>], and Heliovis developed the Helio-Tube [<xref ref-type="bibr" rid="ref-3">3</xref>,<xref ref-type="bibr" rid="ref-13">13</xref>], which is a lightweight and low-cost solar concentrator structure made of plastics, in 2017 [<xref ref-type="bibr" rid="ref-3">3</xref>]. These developments are shown in <xref ref-type="fig" rid="fig-2">Fig. 2</xref>. <xref ref-type="table" rid="table-1">Table 1</xref> gives the different structure configurations of PTCs, and includes their advantages and disadvantages.</p>
<fig id="fig-2">
<label>Figure 2</label>
<caption>
<title>(a) John Ericsson PTC, (b) Frank Shuman&#x2019;s PTC, (c) Lewis Shipman&#x2019;s PTC, (d) C. G. Abbot&#x2019;s parabolic trough, (e) Garner&#x2019;s parabolic trough system, (f) Orrison&#x2019;s PTC system with the hydraulic tracking system, and (g) Helio-tube structure</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_44706-fig-2.tif"/>
</fig><table-wrap id="table-1">
<label>Table 1</label>
<caption>
<title>Different structure configurations of PTCs</title>
</caption>
<table frame="hsides">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th>PTC design</th>
<th>Advantages</th>
<th>Disadvantages</th>
</tr>
</thead>
<tbody>
<tr>
<td>Torque tube</td>
<td>&#x25CF; Few components.</td>
<td>&#x25CF; Requires high manufacturing accuracy.</td>
</tr>
<tr>
<td/>
<td/>
<td>&#x25CF; Requires mass balancing.</td>
</tr>
<tr>
<td/>
<td>&#x25CF; High optical performance and torsional stiffness.</td>
<td>&#x25CF; Heavy structure.</td>
</tr>
<tr>
<td/>
<td/>
<td>&#x25CF; High cost.</td>
</tr>
<tr>
<td>Torque box</td>
<td>&#x25CF; The truss box in the centre improves torsional stiffness.</td>
<td>&#x25CF; Requires jigs for proper mirror arm alignment during assembly.</td>
</tr>
<tr>
<td/>
<td>&#x25CF; No mass balancing is required.</td>
<td>&#x25CF; Complex structure.</td>
</tr>
<tr>
<td/>
<td>&#x25CF; Less steel content and components welded together.</td>
<td/>
</tr>
<tr>
<td>Space frame</td>
<td>&#x25CF; Lower cost can be attained by using low tolerance components.</td>
<td>&#x25CF; The spaces between frames led to inadequate torsional stiffness.</td>
</tr>
<tr>
<td/>
<td>&#x25CF; Suitable for larger applications in opposite to torque tube structure.</td>
<td>&#x25CF; It requires jig alignment for the mirror with the frame.</td>
</tr>
<tr>
<td>Space tube</td>
<td>&#x25CF; Does not require jig assembly.</td>
<td>&#x25CF; Complex end connectors.</td>
</tr>
<tr>
<td/>
<td>&#x25CF; The central helical truss provides high torsional and bending stiffness.</td>
<td/>
</tr>
<tr>
<td/>
<td>&#x25CF; Does not require balancing.</td>
<td/>
</tr>
<tr>
<td/>
<td>&#x25CF; High optical performance.</td>
<td/>
</tr>
<tr>
<td/>
<td>&#x25CF; The standardized design reduces cost and weight.</td>
<td/>
</tr>
<tr>
<td>Heli-tube</td>
<td>&#x25CF;Lightweight with reduced drive unit load.</td>
<td>&#x25CF; The structure can be damaged or affected by strong wind as it is made of polymer materials, leading to leakage inside it.</td>
</tr>
<tr>
<td/>
<td>&#x25CF; Low cost.</td>
<td/>
</tr>
<tr>
<td/>
<td>&#x25CF; Easily transported.</td>
<td/>
</tr>
<tr>
<td/>
<td>&#x25CF; Covering the reflector prevents dust and particle accumulation on it.</td>
<td/>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Solar Tracking System</title>
<p>The PTC tracking systems have undergone significant advancements from 1912 to 2020. Initially, gear wheels and a motor-driven system with a thermopile sensing element were used for tracking. This was followed by the adoption of worm wheels from 1925 to 1959, with manual and automatic modes based on time relations. Subsequent developments included a hydraulic cylinder and light-sensing device in 1977, a mechanism with two hydraulic cylinders in 1979, and a single-axis system with light-dependent resistors (LDR) in 1996. In 1998, a two-axis system was implemented. In the early 21st century, a tracking system utilizing photodetectors and DC motors was introduced in 2004, followed by a high-accuracy system with a hydraulic helical-gear actuator in 2010. In 2013, various improvements were made, including an amplifier and comparator for energy gain and image processing with adjustable magnification [<xref ref-type="bibr" rid="ref-3">3</xref>]. The tri-positional control system with DC motors and photosensitive cells was established in 2014, and image vision sensors were implemented in 2017. Finally, in 2020, an adaptive neural fuzzy inference system was introduced to enhance the PTC performance [<xref ref-type="bibr" rid="ref-3">3</xref>].</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Reflector</title>
<p>Solar reflectors, which concentrate solar rays onto the receiver line to heat the working fluid, utilize various materials such as glass substrates, non-glass substrates, and superstrates. Glass has been commonly used in two forms: first-surface solar glass mirrors and second-surface solar glass mirrors [<xref ref-type="bibr" rid="ref-5">5</xref>]. In the former, the reflective film is placed on the front side of the glass substrate, while in the latter, the reflective film is positioned at the back and protected by additional layers. The composition, thickness, and coating material of glass substrates and superstrates can be adjusted for performance enhancement. Different types of glass, including soda lime float glass, Corning Microsheet glass, aluminosilicate, borosilicate, and microscopic glass substrates, have been used over the years. Protective and reflective films were applied to the front or back sides of the glass, depending on the substrate type. Coating materials were used, such as silver and aluminum, with various protective coatings applied to achieve the desired reflectance and glass adhesion [<xref ref-type="bibr" rid="ref-5">5</xref>].</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Receiver</title>
<p>The receiver, or heat element collector (HCE), converts solar energy to heat. It is the main component of the heat transfer process in PTCs. The HCE&#x2019;s optical and thermal characteristics significantly impact its performance, affecting the power-generating efficiency of the thermal plants. The receiver is fixed with supporting brackets at the reflector&#x2019;s focal line. Commonly, its tube is made of low-emissive and high-absorptive materials, such as stainless steel, and is contained in an evacuated annulus glass envelope with a vacuum pressure of around 0.013 Pa to minimize heat losses by convection. The envelope is also coated with anti-reflective materials to minimize heat losses by radiation [<xref ref-type="bibr" rid="ref-14">14</xref>&#x2013;<xref ref-type="bibr" rid="ref-16">16</xref>], as shown in <xref ref-type="fig" rid="fig-3">Fig. 3</xref>.</p>
<fig id="fig-3">
<label>Figure 3</label>
<caption>
<title>Receiver tube components</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_44706-fig-3.tif"/>
</fig>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Working Fluid</title>
<p>Working fluids used in PTCs are thermal or heat transfer fluids (HTFs) that circulate in the receiver tube until the required temperature or steady state is reached. They are classified into two main categories: conventional heat transfer fluids and nanoparticle heat transfer fluids. The selection of an appropriate working fluid is usually based on the system power cycle, thermal storage, and the desired temperature. Conventional HTF is a fluid with natural thermophysical properties, whereas nanoparticle HTF is a fluid with modified thermophysical properties using additives, such as metallic parts, carbon nanotubes, and metallic oxides [<xref ref-type="bibr" rid="ref-14">14</xref>,<xref ref-type="bibr" rid="ref-17">17</xref>,<xref ref-type="bibr" rid="ref-18">18</xref>].</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Methods</title>
<p>Several mathematical models and solution methods are used to obtain the optical, thermal, structural, and fluid dynamic performance of a PTC. These models are summarised in <xref ref-type="fig" rid="fig-4">Fig. 4</xref>.</p>
<fig id="fig-4">
<label>Figure 4</label>
<caption>
<title>Mathematical modelling methods</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_44706-fig-4.tif"/>
</fig>
<sec id="s3_1">
<label>3.1</label>
<title>Optical Modelling Analysis</title>
<p>In solar systems, optical analysis is vital to the understanding of solar concentrators performance. There are three approaches to optical analysis: analytical, ray tracing, and flux measurement. Analytical techniques offer closed-form solutions and require less computational power, but they are limited to simple systems. On the other hand, ray tracing is more popular as it can model complex systems and provide more accurate results. To analyse the optical properties of solar concentrators, various parameters, such as the incoming ray, concentrator surface, and receiver geometry, need to be determined to obtain the flux distribution [<xref ref-type="bibr" rid="ref-7">7</xref>].</p>
<p>One of the popular techniques used in ray tracing is the Monte Carlo Ray Tracing (MCRT) method, which studies the flux distribution on the receiver of PTCs. MCRT includes the Sun shape model, collector geometry, photon initiation, reflection from the concentrator, coordinate determination, and photon distribution counting. The coupled MCRT-FVM finite volume method can be used to examine the PTC&#x0027;s overall optical and thermal performance. Optical software such as Sol Trace is used for general ray tracing of different solar concentrators. However, primary ray tracing models assume some simplifications, such as the sun being a constant source of energy and the reflector being continuous and flawless, which may not represent realistic scenarios [<xref ref-type="bibr" rid="ref-7">7</xref>,<xref ref-type="bibr" rid="ref-19">19</xref>].</p>
<p>Flux measurement methods include photogrammetry, flux mapping, and flux scanning. Photogrammetry is a practical measurement method for evaluating solar concentrators&#x0027; forms and related parts. Flux mapping is a camera-target method that captures ray patterns to identify areas of high and low concentration. Flux scanning, which has two versions, PARASCAN-I and PARASCAN-II, measures the flux density on the receiver using photodiodes or digital cameras [<xref ref-type="bibr" rid="ref-7">7</xref>,<xref ref-type="bibr" rid="ref-19">19</xref>].</p>
<p>In summary, the three primary methods for optical analysis in solar systems are analytical, ray tracing, and flux measurement. Each method has its advantages and limitations. Researchers and engineers can choose the appropriate method based on the system&#x0027;s complexity and the required accuracy of the results. Optical analysis methods are usually enrolled in improving the design and performance of solar concentrators, which can lead to more efficient and cost-effective solar energy utilization. Finally, the most recent and common optical models are discussed in [<xref ref-type="bibr" rid="ref-7">7</xref>,<xref ref-type="bibr" rid="ref-20">20</xref>&#x2013;<xref ref-type="bibr" rid="ref-22">22</xref>].</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Thermal Analysis</title>
<p>PTCs are widely used in solar thermal power plants for energy conversion. However, large temperature gradients in the receiver tube caused by the heat flux difference between the upper and bottom parts of the tube can create high thermal stresses that may cause the glass envelope to break, or the absorber tube to distort. Therefore, thermal analysis is a critical aspect of PTC design and optimization. Thermal analysis consists of three phases: thermal modeling, governing equations, and solution methods.</p>
<p>Regarding the thermal modeling of PTCs, most studies use three conservation governing equations, two-phase restriction parameters, constitutive wall laws, and constitutive interface laws. Several models have been developed to analyse PTC performance. The homogeneous equilibrium model (HEM) is the most widely used model, which treats the two-phase problem as a single phase by averaging the thermodynamic properties of the two phases. The two-fluid model (TFM) is another model that offers more accurate modelling of the two-phase flow than the HEM model [<xref ref-type="bibr" rid="ref-15">15</xref>]. However, it has more unknowns and requires more data for closure conditions, such as the equation of state and constitutive relations, and it is difficult to predict interphase relationships using physical rules. The six-equation method based on conservation equations for mass, energy, and momentum equations for each phase neglects the interfacial terms between the phases [<xref ref-type="bibr" rid="ref-23">23</xref>]. <xref ref-type="table" rid="table-3">Table 3</xref> provides a comparison between the different models for studying PTCs. A comparison among the different models is listed in <xref ref-type="table" rid="table-2">Table 2</xref>.</p>
<table-wrap id="table-2">
<label>Table 2</label>
<caption>
<title>Different models for thermal analysis [<xref ref-type="bibr" rid="ref-15">15</xref>,<xref ref-type="bibr" rid="ref-24">24</xref>]</title>
</caption>
<table frame="hsides">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th>Models</th>
<th align="center" colspan="2">3-Equation</th>
<th>6-Equation</th>
</tr>
<tr>
<td/>
<th>HEM</th>
<th>Drift-flux</th>
<th>TFM</th>
</tr>
</thead>
<tbody>
<tr>
<td>Conservation equations</td>
<td colspan="2">3 (1 mass, 1 Momentum, 1 Energy)</td>
<td>6 (2 mass, 2 Momentum, 2 Energy)</td>
</tr>
<tr>
<td>Phases restrictions</td>
<td>(2 Enthalpy or temperatures, 1 Velocity)</td>
<td>3 (2 Enthalpy or temperatures, 1 Velocity)</td>
<td>0</td>
</tr>
<tr>
<td>Wall constitutive laws</td>
<td colspan="2">2 (1 Momentum, 1 Energy)</td>
<td>4 (2 Momentum, 2 Energy)</td>
</tr>
<tr>
<td>Interface constitutive laws</td>
<td>0</td>
<td>0</td>
<td>3 (1 mass, 1 Momentum, 1 Energy)</td>
</tr>
<tr>
<td>Characteristics and requirements</td>
<td><list list-type="bullet">
<list-item>
<p>Low system complexity.</p></list-item>
<list-item>
<p>Low. computational cost.</p></list-item>
<list-item>
<p>Neglects the difference between phases.</p></list-item>
</list></td>
<td><list list-type="bullet">
<list-item>
<p>Considers different velocities for the different phases.</p></list-item>
<list-item>
<p>Not suitable for acoustic waves propagation, choking phenomena or high-frequency instabilities applications.</p></list-item>
</list></td>
<td><list list-type="bullet">
<list-item>
<p>Independent from the type of temperature or velocity.</p></list-item>
<list-item>
<p>High accuracy.</p></list-item>
<list-item>
<p>Complex.</p></list-item>
<list-item>
<p>High computational cost.</p></list-item>
</list></td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="table-3">
<label>Table 3</label>
<caption>
<title>PTC Different mathematical models results</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"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th></th>
<th>GB</th>
<th><inline-formula id="ieqn-58"><mml:math id="mml-ieqn-58"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></th>
<th><inline-formula id="ieqn-59"><mml:math id="mml-ieqn-59"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></th>
<th>V</th>
<th align="center" colspan="2">T<sub>out</sub></th>
<th align="center" colspan="2"><inline-formula id="ieqn-60"><mml:math id="mml-ieqn-60"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></th>
<th align="center" colspan="2"><inline-formula id="ieqn-61"><mml:math id="mml-ieqn-61"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>t</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></th>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<th>Value</th>
<th>Error</th>
<th>Value</th>
<th>Error</th>
<th>Value</th>
<th>Error</th>
</tr>
</thead>
<tbody>
<tr>
<td>Model I [<xref ref-type="bibr" rid="ref-27">27</xref>]</td>
<td>933.7</td>
<td>294.35</td>
<td>375.35</td>
<td>0.025</td>
<td>375.4114</td>
<td>6%</td>
<td>0.7494</td>
<td>0.08%</td>
<td>0.711</td>
<td>3%</td>
</tr>
<tr>
<td/>
<td>968.2</td>
<td>295.35</td>
<td>424.15</td>
<td>0.025</td>
<td>424.2111</td>
<td>5%</td>
<td>0.7494</td>
<td>0.08%</td>
<td>0.6761</td>
<td>6%</td>
</tr>
<tr>
<td/>
<td>982.3</td>
<td>297.45</td>
<td>470.65</td>
<td>0.025</td>
<td>470.7049</td>
<td>5%</td>
<td>0.7494</td>
<td>0.08%</td>
<td>0.6239</td>
<td>12%</td>
</tr>
<tr>
<td>Model II [<xref ref-type="bibr" rid="ref-25">25</xref>]</td>
<td>933.7</td>
<td>294.35</td>
<td>375.35</td>
<td>0.025</td>
<td>376.0166</td>
<td>5%</td>
<td>0.7494</td>
<td>0.08%</td>
<td>0.7443</td>
<td>2%</td>
</tr>
<tr>
<td/>
<td>968.2</td>
<td>295.35</td>
<td>424.15</td>
<td>0.025</td>
<td>424.8196</td>
<td>5%</td>
<td>0.7494</td>
<td>0.08%</td>
<td>0.7405</td>
<td>3%</td>
</tr>
<tr>
<td/>
<td>982.3</td>
<td>297.45</td>
<td>470.65</td>
<td>0.025</td>
<td>471.3214</td>
<td>4%</td>
<td>0.7494</td>
<td>0.08%</td>
<td>0.7355</td>
<td>3%</td>
</tr>
<tr>
<td>Model III [<xref ref-type="bibr" rid="ref-18">18</xref>]</td>
<td>933.7</td>
<td>294.35</td>
<td>375.35</td>
<td>0.025</td>
<td>375.6901</td>
<td>5%</td>
<td>0.7495</td>
<td>0.07%</td>
<td>0.6906</td>
<td>6%</td>
</tr>
<tr>
<td/>
<td>968.2</td>
<td>295.35</td>
<td>424.15</td>
<td>0.025</td>
<td>424.5017</td>
<td>5%</td>
<td>0.7495</td>
<td>0.07%</td>
<td>0.682</td>
<td>6%</td>
</tr>
<tr>
<td/>
<td>982.3</td>
<td>297.45</td>
<td>470.65</td>
<td>0.025</td>
<td>471.004</td>
<td>4%</td>
<td>0.75</td>
<td>0.00%</td>
<td>0.6703</td>
<td>6%</td>
</tr>
<tr>
<td>Proposed model</td>
<td>933.7</td>
<td>294.35</td>
<td>375.35</td>
<td>0.025</td>
<td>378.9848</td>
<td>4.7%</td>
<td>0.7494</td>
<td>0.08%</td>
<td>0.7381</td>
<td>0.97%</td>
</tr>
<tr>
<td/>
<td>968.2</td>
<td>295.35</td>
<td>424.15</td>
<td>0.025</td>
<td>427.9194</td>
<td>4.2%</td>
<td>0.7494</td>
<td>0.08%</td>
<td>0.731</td>
<td>1.23%</td>
</tr>
<tr>
<td/>
<td>982.3</td>
<td>297.45</td>
<td>470.65</td>
<td>0.025</td>
<td>474.4637</td>
<td>3.779%</td>
<td>0.7494</td>
<td>0.08%</td>
<td>0.7221</td>
<td>1.15%</td>
</tr>
<tr>
<td>Experimental data [<xref ref-type="bibr" rid="ref-10">10</xref>]</td>
<td>933.7</td>
<td>294.35</td>
<td>375.35</td>
<td>0.025</td>
<td>397.55</td>
<td></td>
<td>0.75</td>
<td></td>
<td>0.731</td>
<td></td>
</tr>
<tr>
<td/>
<td>968.2</td>
<td>295.35</td>
<td>424.15</td>
<td>0.025</td>
<td>446.97</td>
<td></td>
<td>0.75</td>
<td></td>
<td>0.7221</td>
<td></td>
</tr>
<tr>
<td/>
<td>982.3</td>
<td>297.45</td>
<td>470.65</td>
<td>0.025</td>
<td>493.1</td>
<td></td>
<td>0.75</td>
<td></td>
<td>0.7113</td>
<td></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Investigating Different Mathematical Models</title>
<sec id="s3_3_1">
<label>3.3.1</label>
<title>Model I</title>
<p>In this model, we begin with the most common geometric shape of the parabolic trough, which is mathematically described as <inline-formula id="ieqn-62"><mml:math id="mml-ieqn-62"><mml:mi>y</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mfrac><mml:msup><mml:mi>x</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mrow><mml:mn>4</mml:mn><mml:mi>f</mml:mi></mml:mrow></mml:mfrac></mml:mstyle></mml:math></inline-formula> with symmetry about the y-axis, where <inline-formula id="ieqn-63"><mml:math id="mml-ieqn-63"><mml:mi>y</mml:mi></mml:math></inline-formula> is the vertical coordinate of the parabola, <inline-formula id="ieqn-64"><mml:math id="mml-ieqn-64"><mml:mi>x</mml:mi></mml:math></inline-formula> is the horizontal coordinate of the parabola, <inline-formula id="ieqn-65"><mml:math id="mml-ieqn-65"><mml:mi>f</mml:mi></mml:math></inline-formula> is the focal length of the parabola and <inline-formula id="ieqn-66"><mml:math id="mml-ieqn-66"><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the aperture width, as shown in <xref ref-type="fig" rid="fig-5">Fig. 5</xref>. The relationship between <inline-formula id="ieqn-67"><mml:math id="mml-ieqn-67"><mml:mi>f</mml:mi></mml:math></inline-formula> and <inline-formula id="ieqn-68"><mml:math id="mml-ieqn-68"><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is established as [<xref ref-type="bibr" rid="ref-25">25</xref>]:</p>
<p><disp-formula id="eqn-1"><label>(1)</label><mml:math id="mml-eqn-1" display="block"><mml:mfrac><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mi>f</mml:mi></mml:mfrac><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mn>4</mml:mn><mml:mrow><mml:mi>tan</mml:mi><mml:mo>&#x2061;</mml:mo><mml:msub><mml:mi>&#x03C6;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:msqrt><mml:mfrac><mml:mn>16</mml:mn><mml:mrow><mml:mi>tan</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:msubsup><mml:mi>&#x03C6;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mn>16</mml:mn></mml:msqrt></mml:math></disp-formula>where
<disp-formula id="eqn-2"><label>(2)</label><mml:math id="mml-eqn-2" display="block"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mi>W</mml:mi><mml:mrow><mml:mn>4</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mi>tan</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mfrac><mml:msub><mml:mi>&#x03C6;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:mn>2</mml:mn></mml:mfrac></mml:mrow></mml:mfrac></mml:math></disp-formula>and
<disp-formula id="eqn-3"><label>(3)</label><mml:math id="mml-eqn-3" display="block"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mi>L</mml:mi></mml:math></disp-formula></p>
<fig id="fig-5">
<label>Figure 5</label>
<caption>
<title>Cross-section of a PTC [<xref ref-type="bibr" rid="ref-26">26</xref>]</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_44706-fig-5.tif"/>
</fig>
<p><inline-formula id="ieqn-69"><mml:math id="mml-ieqn-69"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the aperture area where the trough length is <inline-formula id="ieqn-70"><mml:math id="mml-ieqn-70"><mml:mi>L</mml:mi></mml:math></inline-formula> [<xref ref-type="bibr" rid="ref-25">25</xref>].</p>
<p>The rim angle <inline-formula id="ieqn-71"><mml:math id="mml-ieqn-71"><mml:msub><mml:mi>&#x03C6;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> can be expressed as:
<disp-formula id="eqn-4"><label>(4)</label><mml:math id="mml-eqn-4" display="block"><mml:msub><mml:mi>&#x03C6;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi>sin</mml:mi><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup><mml:mo>&#x2061;</mml:mo><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mn>2</mml:mn><mml:mi>r</mml:mi></mml:mrow></mml:mfrac></mml:math></disp-formula>
<disp-formula id="eqn-5"><label>(5)</label><mml:math id="mml-eqn-5" display="block"><mml:msub><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula>
<disp-formula id="eqn-6"><label>(6)</label><mml:math id="mml-eqn-6" display="block"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mrow><mml:mo>{</mml:mo><mml:mfrac><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mn>2</mml:mn></mml:mfrac><mml:msqrt><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mfrac><mml:msup><mml:mrow><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mrow><mml:mn>16</mml:mn><mml:msup><mml:mi>f</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac></mml:msqrt><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>f</mml:mi><mml:mi>ln</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mn>4</mml:mn><mml:mi>f</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:msqrt><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mfrac><mml:msup><mml:mrow><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mrow><mml:mn>16</mml:mn><mml:msup><mml:mi>f</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac></mml:msqrt><mml:mo>)</mml:mo></mml:mrow><mml:mo>}</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mi>L</mml:mi></mml:math></disp-formula></p>
<p><inline-formula id="ieqn-72"><mml:math id="mml-ieqn-72"><mml:msub><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is known as the effective aperture area, where <inline-formula id="ieqn-73"><mml:math id="mml-ieqn-73"><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the outer diameter of the absorber tubes, and <inline-formula id="ieqn-74"><mml:math id="mml-ieqn-74"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the surface area [<xref ref-type="bibr" rid="ref-25">25</xref>].</p>
<p>The reflector radius at any point is:
<disp-formula id="eqn-7"><label>(7)</label><mml:math id="mml-eqn-7" display="block"><mml:mi>r</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mn>2</mml:mn><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mi>cos</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mi>&#x03C6;</mml:mi></mml:mrow></mml:mfrac></mml:math></disp-formula></p>
<p>A key indicator of a solar collector&#x0027;s capacity to concentrate solar energy is the geometric concentration ratio. It has a value of 1 for non-focusing collectors, a value up to 100 for a line-focusing collectors, and a value up to 1000 for a point-focusing dish collector. The following formula is used to compute the concentration ratio [<xref ref-type="bibr" rid="ref-25">25</xref>]:
<disp-formula id="eqn-8"><label>(8)</label><mml:math id="mml-eqn-8" display="block"><mml:mi>C</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi>E</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi><mml:mi>e</mml:mi><mml:mi>c</mml:mi><mml:mi>t</mml:mi><mml:mi>i</mml:mi><mml:mi>v</mml:mi><mml:mi>e</mml:mi><mml:mspace width="thinmathspace" /><mml:mi>a</mml:mi><mml:mi>p</mml:mi><mml:mi>e</mml:mi><mml:mi>r</mml:mi><mml:mi>t</mml:mi><mml:mi>u</mml:mi><mml:mi>r</mml:mi><mml:mi>e</mml:mi><mml:mspace width="thinmathspace" /><mml:mi>a</mml:mi><mml:mi>r</mml:mi><mml:mi>e</mml:mi><mml:mi>a</mml:mi></mml:mrow><mml:mrow><mml:mi>A</mml:mi><mml:mi>b</mml:mi><mml:mi>s</mml:mi><mml:mi>o</mml:mi><mml:mi>r</mml:mi><mml:mi>b</mml:mi><mml:mi>e</mml:mi><mml:mi>r</mml:mi><mml:mspace width="thinmathspace" /><mml:mi>t</mml:mi><mml:mi>u</mml:mi><mml:mi>b</mml:mi><mml:mi>e</mml:mi><mml:mspace width="thinmathspace" /><mml:mi>s</mml:mi><mml:mi>u</mml:mi><mml:mi>r</mml:mi><mml:mi>f</mml:mi><mml:mi>a</mml:mi><mml:mi>c</mml:mi><mml:mi>e</mml:mi><mml:mspace width="thinmathspace" /><mml:mi>a</mml:mi><mml:mi>r</mml:mi><mml:mi>e</mml:mi><mml:mi>a</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mi>&#x03C0;</mml:mi><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mi>L</mml:mi></mml:mrow></mml:mfrac></mml:math></disp-formula></p>
<p>The combined losses resulting from geometric imperfections in an optical system and optical qualities of materials, such as absorptivity, the emissivity of the absorber tube, reflectivity of the mirror or reflector, and transmissivity of the glass cover, is what is referred to as &#x201C;Optical Efficiency&#x201D;. It is a measure of how flawless the system is, and it is formally stated as follows:
<disp-formula id="eqn-9"><label>(9)</label><mml:math id="mml-eqn-9" display="block"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:mi>&#x03B3;</mml:mi><mml:mi>&#x03C4;</mml:mi><mml:mi>&#x03B1;</mml:mi><mml:mi>k</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula></p>
<p><inline-formula id="ieqn-75"><mml:math id="mml-ieqn-75"><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the mirror&#x2019;s reflectance, <inline-formula id="ieqn-76"><mml:math id="mml-ieqn-76"><mml:mi>&#x03C4;</mml:mi></mml:math></inline-formula> is the glass cover&#x0027;s transmittance, <inline-formula id="ieqn-77"><mml:math id="mml-ieqn-77"><mml:mi>&#x03B1;</mml:mi></mml:math></inline-formula> is the receiver&#x0027;s absorptance, <inline-formula id="ieqn-78"><mml:math id="mml-ieqn-78"><mml:mi>&#x03B3;</mml:mi></mml:math></inline-formula> is the intercept factor, <inline-formula id="ieqn-79"><mml:math id="mml-ieqn-79"><mml:msub><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the angle of incidence, <italic>k</italic> is an indicator of the inclination angle [<xref ref-type="bibr" rid="ref-25">25</xref>]:
<disp-formula id="eqn-10"><label>(10)</label><mml:math id="mml-eqn-10" display="block"><mml:mi>k</mml:mi><mml:mo stretchy="false">(</mml:mo><mml:mi>&#x03B8;</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>=</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mi>t</mml:mi><mml:mi>a</mml:mi><mml:mi>n</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mi>c</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula>where <inline-formula id="ieqn-80"><mml:math id="mml-ieqn-80"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the geometric factor given by:
<disp-formula id="eqn-11"><label>(11)</label><mml:math id="mml-eqn-11" display="block"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>e</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>b</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:mi>f</mml:mi><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mi>tan</mml:mi><mml:mo>&#x2061;</mml:mo><mml:msub><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>[</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mfrac><mml:msubsup><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mrow><mml:mn>48</mml:mn><mml:msup><mml:mi>f</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>]</mml:mo></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mfrac><mml:mn>2</mml:mn><mml:mn>3</mml:mn></mml:mfrac><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mi>tan</mml:mi><mml:mo>&#x2061;</mml:mo><mml:msub><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:math></disp-formula></p>
<p>The PTC thermal analysis concentrates on the heat transfer through the working fluid. The receiver tube receives solar energy from the reflector and absorbs it to produce electricity. PTCs, however, are not able to utilize The full solar energy. The quantity of thermal energy that can be stored and the PTC effectiveness can be obtained using the appropriate mathematical models. Solar energy accessibility can be computed by taking into account fluctuations in <inline-formula id="ieqn-81"><mml:math id="mml-ieqn-81"><mml:msub><mml:mi>G</mml:mi><mml:mrow><mml:mi>B</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula>, and the solar-beam radiation constant [<xref ref-type="bibr" rid="ref-10">10</xref>,<xref ref-type="bibr" rid="ref-25">25</xref>].
<disp-formula id="eqn-12"><label>(12)</label><mml:math id="mml-eqn-12" display="block"><mml:msub><mml:mi mathvariant="bold-italic">G</mml:mi><mml:mrow><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">G</mml:mi><mml:mrow><mml:mi mathvariant="bold-italic">o</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">A</mml:mi><mml:mrow><mml:mi mathvariant="bold-italic">o</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">A</mml:mi><mml:mrow><mml:mrow><mml:mn mathvariant="bold">1</mml:mn></mml:mrow></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mo mathvariant="bold">&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:msup><mml:mi mathvariant="bold-italic">e</mml:mi><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mi mathvariant="bold-italic">o</mml:mi><mml:mrow><mml:mrow><mml:mi>cos</mml:mi></mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">&#x03B8;</mml:mi><mml:mrow><mml:mi mathvariant="bold-italic">z</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula>where
<disp-formula id="eqn-13"><label>(13)</label><mml:math id="mml-eqn-13" display="block"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0.2538</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mn>0.0063</mml:mn><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>6</mml:mn><mml:mo>&#x2212;</mml:mo><mml:msup><mml:mi>A</mml:mi><mml:mrow><mml:mo>&#x2033;</mml:mo></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula>
<disp-formula id="eqn-14"><label>(14)</label><mml:math id="mml-eqn-14" display="block"><mml:msub><mml:mi mathvariant="bold-italic">A</mml:mi><mml:mrow><mml:mrow><mml:mn mathvariant="bold">1</mml:mn></mml:mrow></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mrow><mml:mn mathvariant="bold">0.7678</mml:mn></mml:mrow><mml:mo>+</mml:mo><mml:mrow><mml:mn mathvariant="bold">0.0010</mml:mn></mml:mrow><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn mathvariant="bold">6.5</mml:mn></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:msup><mml:mi mathvariant="bold-italic">A</mml:mi><mml:mrow><mml:mrow><mml:mo>&#x2033;</mml:mo></mml:mrow></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mrow><mml:mn mathvariant="bold">2</mml:mn></mml:mrow></mml:mrow></mml:msup></mml:math></disp-formula>
<disp-formula id="eqn-15"><label>(15)</label><mml:math id="mml-eqn-15" display="block"><mml:mi mathvariant="bold-italic">o</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:mn mathvariant="bold">0.249</mml:mn></mml:mrow><mml:mo>+</mml:mo><mml:mrow><mml:mn mathvariant="bold">0.081</mml:mn></mml:mrow><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mn mathvariant="bold">2.5</mml:mn></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:msup><mml:mi mathvariant="bold-italic">A</mml:mi><mml:mrow><mml:mo mathvariant="bold">&#x2033;</mml:mo></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mrow><mml:mn mathvariant="bold">2</mml:mn></mml:mrow></mml:mrow></mml:msup></mml:math></disp-formula>
<disp-formula id="eqn-16"><label>(16)</label><mml:math id="mml-eqn-16" display="block"><mml:msub><mml:mi>G</mml:mi><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mi>S</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>0.33</mml:mn><mml:mrow><mml:mo>(</mml:mo><mml:mn>360</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mfrac><mml:mi>n</mml:mi><mml:mn>365.25</mml:mn></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula>and
<disp-formula id="eqn-17"><label>(17)</label><mml:math id="mml-eqn-17" display="block"><mml:mi>cos</mml:mi><mml:mo>&#x2061;</mml:mo><mml:msub><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi>z</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mi>sin</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mi>sin</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mi>&#x03B4;</mml:mi><mml:mo>+</mml:mo><mml:mi>cos</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mi>cos</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mi>&#x03B4;</mml:mi><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mi>cos</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mi>&#x03C9;</mml:mi></mml:math></disp-formula>where <inline-formula id="ieqn-82"><mml:math id="mml-ieqn-82"><mml:msub><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi>z</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the zenith angle, <inline-formula id="ieqn-83"><mml:math id="mml-ieqn-83"><mml:msup><mml:mi>A</mml:mi><mml:mrow><mml:mo>&#x2033;</mml:mo></mml:mrow></mml:msup></mml:math></inline-formula> is the altitude of observers in km, S is a solar constant having a general numerical value of <inline-formula id="ieqn-84"><mml:math id="mml-ieqn-84"><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mfrac><mml:mrow><mml:mn>1367</mml:mn><mml:mi>W</mml:mi></mml:mrow><mml:msup><mml:mi>m</mml:mi><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mfrac></mml:mstyle></mml:math></inline-formula>, n is a day number in the year (ranges from 1&#x2013;365), <inline-formula id="ieqn-85"><mml:math id="mml-ieqn-85"><mml:mi>&#x03D5;</mml:mi></mml:math></inline-formula> is the latitude of the location, and <inline-formula id="ieqn-86"><mml:math id="mml-ieqn-86"><mml:mi>&#x03B4;</mml:mi></mml:math></inline-formula> is declination angle:
<disp-formula id="eqn-18"><label>(18)</label><mml:math id="mml-eqn-18" display="block"><mml:mi>&#x03B4;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>d</mml:mi><mml:mi>e</mml:mi><mml:mi>g</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mn>23.45</mml:mn><mml:mi>sin</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mfrac><mml:mrow><mml:mn>360</mml:mn><mml:mrow><mml:mo>(</mml:mo><mml:mn>284</mml:mn><mml:mo>+</mml:mo><mml:mi>n</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mn>365</mml:mn></mml:mfrac></mml:math></disp-formula></p>
<p><inline-formula id="ieqn-87"><mml:math id="mml-ieqn-87"><mml:mi>&#x03C9;</mml:mi></mml:math></inline-formula> is the hour angle (Angular measurement of time and equals to 15&#x00B0; per hour):
<disp-formula id="eqn-19"><label>(19)</label><mml:math id="mml-eqn-19" display="block"><mml:mi>&#x03C9;</mml:mi><mml:mo>=</mml:mo><mml:mn>15</mml:mn><mml:mrow><mml:mo>(</mml:mo><mml:mi>S</mml:mi><mml:mi>T</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mn>12</mml:mn><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula>where <inline-formula id="ieqn-88"><mml:math id="mml-ieqn-88"><mml:mi>S</mml:mi><mml:mi>T</mml:mi></mml:math></inline-formula> is the solar time in hour, and <inline-formula id="ieqn-89"><mml:math id="mml-ieqn-89"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the aperture area [<xref ref-type="bibr" rid="ref-18">18</xref>,<xref ref-type="bibr" rid="ref-25">25</xref>].</p>
<p>The total solar energy is given by:
<disp-formula id="eqn-20"><label>(20)</label><mml:math id="mml-eqn-20" display="block"><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>G</mml:mi><mml:mrow><mml:mi>B</mml:mi></mml:mrow></mml:msub></mml:math></disp-formula></p>
<p>The useful energy captured by the fluid can be calculated as:
<disp-formula id="eqn-21"><label>(21)</label><mml:math id="mml-eqn-21" display="block"><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>u</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mrow><mml:mover><mml:mi>m</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow><mml:msub><mml:mi>c</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula></p>
<p><inline-formula id="ieqn-90"><mml:math id="mml-ieqn-90"><mml:mrow><mml:mover><mml:mi>m</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula> is the mass flow rate, <inline-formula id="ieqn-91"><mml:math id="mml-ieqn-91"><mml:msub><mml:mi>c</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the specific-heat coefficient at constant pressure, <inline-formula id="ieqn-92"><mml:math id="mml-ieqn-92"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the outlet temperature [<xref ref-type="bibr" rid="ref-18">18</xref>].</p>
<p>A crucial equation that connects the total solar energy, useable energy, and lost energy is the energy balance equation, given by:
<disp-formula id="eqn-22"><label>(22)</label><mml:math id="mml-eqn-22" display="block"><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>u</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>l</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:math></disp-formula>where <inline-formula id="ieqn-93"><mml:math id="mml-ieqn-93"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is he optical efficiency, and <inline-formula id="ieqn-94"><mml:math id="mml-ieqn-94"><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>l</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the loss energy [<xref ref-type="bibr" rid="ref-18">18</xref>].</p>
<p>Convection-radiation related heat loss can be stated as:
<disp-formula id="eqn-23"><label>(23)</label><mml:math id="mml-eqn-23" display="block"><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>l</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mi>&#x03C3;</mml:mi><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msubsup><mml:mo>&#x2212;</mml:mo><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msubsup><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula>where <inline-formula id="ieqn-95"><mml:math id="mml-ieqn-95"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the outlet convection coefficient, <inline-formula id="ieqn-96"><mml:math id="mml-ieqn-96"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the cover outer area, <inline-formula id="ieqn-97"><mml:math id="mml-ieqn-97"><mml:mi>&#x03C3;</mml:mi></mml:math></inline-formula> is the Stefan&#x2013;Boltzmann constant, <inline-formula id="ieqn-98"><mml:math id="mml-ieqn-98"><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the glass cover emissivity, <inline-formula id="ieqn-99"><mml:math id="mml-ieqn-99"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the glass cover temperature, and <inline-formula id="ieqn-100"><mml:math id="mml-ieqn-100"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the ambient temperature.</p>
<p>The usable energy is correlated with the receiver temperature as:
<disp-formula id="eqn-24"><label>(24)</label><mml:math id="mml-eqn-24" display="block"><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>u</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mi>h</mml:mi><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>f</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula>where <inline-formula id="ieqn-101"><mml:math id="mml-ieqn-101"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the receiver temperature, <inline-formula id="ieqn-102"><mml:math id="mml-ieqn-102"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>f</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the mean fluid temperature, and <inline-formula id="ieqn-103"><mml:math id="mml-ieqn-103"><mml:mi>h</mml:mi></mml:math></inline-formula> is the heat-transfer coefficient [<xref ref-type="bibr" rid="ref-18">18</xref>].</p>
<p>PTC utilises two performance metrics. A measure of thermal efficiency, <inline-formula id="ieqn-104"><mml:math id="mml-ieqn-104"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>t</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula>, which is the ratio of the usable energy to the solar radiation, which may be computed as follows:
<disp-formula id="eqn-25"><label>(25)</label><mml:math id="mml-eqn-25" display="block"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>t</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>u</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>5</mml:mn></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>(</mml:mo><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msubsup><mml:mo>&#x2212;</mml:mo><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi><mml:mi>m</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msubsup><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:math></disp-formula></p>
<p>The PTC&#x0027;s energetic performance is the other indication, and it may be represented as follows:
<disp-formula id="eqn-26"><label>(26)</label><mml:math id="mml-eqn-26" display="block"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>e</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:msub><mml:mi>E</mml:mi><mml:mrow><mml:mi>u</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>E</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:math></disp-formula></p>
<p>The equations above cannot forecast the characteristics of the glass cover without knowing the temperature of the glass cover. Throughout the procedure, <italic>T<sub>g</sub></italic> is obtained by iterations. Usually, two cycles are sufficient.</p>
<p>In [<xref ref-type="bibr" rid="ref-10">10</xref>] the outer temperature is given by:
<disp-formula id="eqn-27"><label>(27)</label><mml:math id="mml-eqn-27" display="block"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msub><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mrow><mml:mi>d</mml:mi><mml:mi>o</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>5</mml:mn></mml:mrow></mml:msub><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mrow><mml:mi>d</mml:mi><mml:mi>o</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msubsup><mml:mo>)</mml:mo></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi><mml:mi>m</mml:mi></mml:mrow><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msubsup><mml:mo>)</mml:mo></mml:mrow><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula>where
<disp-formula id="eqn-28"><label>(28)</label><mml:math id="mml-eqn-28" display="block"><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mi>&#x03C3;</mml:mi><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mn>4</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi><mml:mi>m</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msubsup><mml:mo stretchy="false">)</mml:mo><mml:mo>+</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:math></disp-formula>
<disp-formula id="eqn-29"><label>(29)</label><mml:math id="mml-eqn-29" display="block"><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msubsup><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow></mml:mrow></mml:msubsup><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mi>&#x03C3;</mml:mi><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:mn>4</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msubsup><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow></mml:mrow></mml:msubsup><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mi>&#x03C3;</mml:mi><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi><mml:mi>m</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msubsup></mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula>where
<disp-formula id="eqn-30"><label>(30)</label><mml:math id="mml-eqn-30" display="block"><mml:msubsup><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow></mml:mrow></mml:msubsup><mml:mo>=</mml:mo><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula>
<disp-formula id="eqn-31"><label>(31)</label><mml:math id="mml-eqn-31" display="block"><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:mn>2</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>m</mml:mi><mml:mrow><mml:mi>d</mml:mi><mml:mi>o</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula>
<disp-formula id="eqn-32"><label>(32)</label><mml:math id="mml-eqn-32" display="block"><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>4</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi><mml:mi>p</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:mn>4</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msubsup></mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula>
<disp-formula id="eqn-33"><label>(33)</label><mml:math id="mml-eqn-33" display="block"><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>5</mml:mn></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:mn>4</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:mtext>&#x00A0;</mml:mtext><mml:mrow><mml:mo>&#x2217;</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msubsup></mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula></p>
</sec>
<sec id="s3_3_2">
<label>3.3.2</label>
<title>Model II</title>
<p>In Model II, the geometric shape is described similarly to Model I and the optical efficiency is obtained using <xref ref-type="disp-formula" rid="eqn-11">Eq. (11)</xref>. <italic>k</italic> defines the inclination angle indicator by which it has a value of 1 for zero inclination angle [<xref ref-type="bibr" rid="ref-26">26</xref>]. The equations used for the parabola height estimation, aperture area, and the concentration ratio are defined as follows [<xref ref-type="bibr" rid="ref-26">26</xref>]:
<disp-formula id="eqn-34"><label>(34)</label><mml:math id="mml-eqn-34" display="block"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:msup><mml:mi>W</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mrow><mml:mn>48</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:mi>f</mml:mi></mml:mrow></mml:mfrac></mml:math></disp-formula></p>
<p>And<disp-formula id="eqn-35"><label>(35)</label><mml:math id="mml-eqn-35" display="block"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>4</mml:mn><mml:mi>f</mml:mi><mml:mi>tan</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mfrac><mml:msub><mml:mi>&#x03C6;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:mn>2</mml:mn></mml:mfrac></mml:math></disp-formula>
<disp-formula id="eqn-36"><label>(36)</label><mml:math id="mml-eqn-36" display="block"><mml:mi>C</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mi>&#x03C0;</mml:mi><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac></mml:math></disp-formula></p>
<p>For the thermal analysis, it is important to obtain suitable equations for the collector efficiency factor <inline-formula id="ieqn-105"><mml:math id="mml-ieqn-105"><mml:msup><mml:mi>F</mml:mi><mml:mo>&#x2032;</mml:mo></mml:msup></mml:math></inline-formula>, the loss coefficient <inline-formula id="ieqn-106"><mml:math id="mml-ieqn-106"><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula>, and the collector heat removal factor <inline-formula id="ieqn-107"><mml:math id="mml-ieqn-107"><mml:msub><mml:mi>F</mml:mi><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula>. Standard heat transfer formulae for glazed tubes are utilized to get the loss coefficient. The effect of convection, conduction, and radiation losses are all considered in the analysis. The loss coefficient is based on the receiver area <inline-formula id="ieqn-108"><mml:math id="mml-ieqn-108"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> and the area of the glass cover <inline-formula id="ieqn-109"><mml:math id="mml-ieqn-109"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula>, assuming there are no temperature gradients along the receiver and minimal convection losses because of the evacuated space between the receiver and the glass cover [<xref ref-type="bibr" rid="ref-27">27</xref>].
<disp-formula id="eqn-37"><label>(37)</label><mml:math id="mml-eqn-37" display="block"><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msup><mml:mrow><mml:mo>[</mml:mo><mml:mfrac><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>r</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>]</mml:mo></mml:mrow><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula>where <inline-formula id="ieqn-110"><mml:math id="mml-ieqn-110"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> represents the convection coefficient of the losses in the glass cover which can be calculated as <inline-formula id="ieqn-111"><mml:math id="mml-ieqn-111"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mfrac><mml:mrow><mml:mi>N</mml:mi><mml:mi>u</mml:mi><mml:mo>.</mml:mo><mml:mi>k</mml:mi></mml:mrow><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:mstyle></mml:math></inline-formula>, and <inline-formula id="ieqn-112"><mml:math id="mml-ieqn-112"><mml:mi>N</mml:mi><mml:mi>u</mml:mi></mml:math></inline-formula> is the Nusselt number that can be calculated in terms of the Reynolds number, <inline-formula id="ieqn-113"><mml:math id="mml-ieqn-113"><mml:mi>R</mml:mi><mml:mi>e</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mfrac><mml:mrow><mml:mi>&#x03C1;</mml:mi><mml:mi>V</mml:mi><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mi>&#x03BC;</mml:mi></mml:mfrac></mml:mstyle></mml:math></inline-formula>, as follows [<xref ref-type="bibr" rid="ref-27">27</xref>]:
<list list-type="bullet">
<list-item><p>For Re between 0.1 and 1000
<disp-formula id="eqn-38"><label>(38)</label><mml:math id="mml-eqn-38" display="block"><mml:mi>N</mml:mi><mml:mi>u</mml:mi><mml:mo>=</mml:mo><mml:mn>0.4</mml:mn><mml:mo>+</mml:mo><mml:mn>0.54</mml:mn><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>R</mml:mi><mml:mi>e</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn>0.52</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula></p></list-item>
<list-item><p>For Re between 1000 and 50000<disp-formula id="eqn-39"><label>(39)</label><mml:math id="mml-eqn-39" display="block"><mml:mi>N</mml:mi><mml:mi>u</mml:mi><mml:mo>=</mml:mo><mml:mn>0.3</mml:mn><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>R</mml:mi><mml:mi>e</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn>0.6</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula></p></list-item>
<list-item><p>For Re <inline-formula id="ieqn-114"><mml:math id="mml-ieqn-114"><mml:mo>&#x2264;</mml:mo><mml:mn>2300</mml:mn></mml:math></inline-formula>,<disp-formula id="eqn-40"><label>(40)</label><mml:math id="mml-eqn-40" display="block"><mml:mi>N</mml:mi><mml:mi>u</mml:mi><mml:mo>=</mml:mo><mml:mn>0.023</mml:mn><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>R</mml:mi><mml:mi>e</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn>0.8</mml:mn></mml:mrow></mml:msup><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mi>P</mml:mi><mml:mi>r</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn>0.4</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula>where <inline-formula id="ieqn-115"><mml:math id="mml-ieqn-115"><mml:mi>P</mml:mi><mml:mi>r</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mfrac><mml:mrow><mml:msub><mml:mi>c</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03BC;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:mstyle></mml:math></inline-formula> is the Prandtl number.</p></list-item>
</list></p>
<p><inline-formula id="ieqn-116"><mml:math id="mml-ieqn-116"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the convection coefficient of the total radiation heat transfer between the receiver and the glass cover and can be calculated as:
<disp-formula id="eqn-41"><label>(41)</label><mml:math id="mml-eqn-41" display="block"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub><mml:mi>&#x03C3;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mo>+</mml:mo><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula>where <inline-formula id="ieqn-117"><mml:math id="mml-ieqn-117"><mml:mi>&#x03C3;</mml:mi></mml:math></inline-formula> is Stefan-Boltzmann constant <inline-formula id="ieqn-118"><mml:math id="mml-ieqn-118"><mml:mn>5.67</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>8</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> <inline-formula id="ieqn-119"><mml:math id="mml-ieqn-119"><mml:mi>W</mml:mi><mml:mo>.</mml:mo><mml:msup><mml:mi>m</mml:mi><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>.</mml:mo><mml:msup><mml:mi>K</mml:mi><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>4</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> [<xref ref-type="bibr" rid="ref-27">27</xref>].</p>
<p><inline-formula id="ieqn-120"><mml:math id="mml-ieqn-120"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>r</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the radiation heat transfer between the receiver and the glass cover and can be calculated as:
<disp-formula id="eqn-42"><label>(42)</label><mml:math id="mml-eqn-42" display="block"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>r</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi>&#x03C3;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mo>+</mml:mo><mml:msubsup><mml:mi>T</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mrow><mml:mfrac><mml:mn>1</mml:mn><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mfrac></mml:math></disp-formula></p>
<p>The temperature of the glass cover is necessary in the equations above to predict the parameters of the glass cover, which is usually obtained by iteration. Compared to the receiver temperature, <inline-formula id="ieqn-121"><mml:math id="mml-ieqn-121"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is nearly same as the ambient temperature. Therefore, it may be determined from the energy balance equation by ignoring the radiation absorbed by the cover [<xref ref-type="bibr" rid="ref-27">27</xref>].
<disp-formula id="eqn-43"><label>(43)</label><mml:math id="mml-eqn-43" display="block"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>r</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>r</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mfrac></mml:math></disp-formula></p>
<p>Then, we can obtain the collector efficiency factor, which is determined by dividing the overall heat transfer coefficient by the overall heat loss coefficient [<xref ref-type="bibr" rid="ref-27">27</xref>].
<disp-formula id="eqn-44"><label>(44)</label><mml:math id="mml-eqn-44" display="block"><mml:msup><mml:mi>F</mml:mi><mml:mo>&#x2032;</mml:mo></mml:msup><mml:mo>=</mml:mo><mml:mfrac><mml:msubsup><mml:mi>U</mml:mi><mml:mrow><mml:mi>L</mml:mi></mml:mrow><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:msubsup><mml:mrow><mml:mfrac><mml:mn>1</mml:mn><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mo>,</mml:mo><mml:mi>r</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mfrac><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mn>2</mml:mn><mml:mi>k</mml:mi></mml:mrow></mml:mfrac><mml:mi>ln</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mfrac><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:mfrac></mml:math></disp-formula></p>
<p>Then, it can be used to obtain the thermal losses. The fluid inlet temperature is often a good way to represent the collector&#x0027;s overall usable energy gain, which can be obtained by determining the collector heat removal factor (FR).
<disp-formula id="eqn-45"><label>(45)</label><mml:math id="mml-eqn-45" display="block"><mml:mi>F</mml:mi><mml:mi>R</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mrow><mml:mover><mml:mi>m</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow><mml:msub><mml:mi>c</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mrow><mml:mo>[</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>exp</mml:mi><mml:mo>&#x2061;</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:msup><mml:mi>F</mml:mi><mml:mo>&#x2032;</mml:mo></mml:msup><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mrow><mml:mover><mml:mi>m</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow><mml:msub><mml:mi>c</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mo>]</mml:mo></mml:mrow></mml:math></disp-formula></p>
<p>The useable energy produced by the concentrator is defined as:
<disp-formula id="eqn-46"><label>(46)</label><mml:math id="mml-eqn-46" display="block"><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>u</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>F</mml:mi><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>[</mml:mo><mml:msub><mml:mi>G</mml:mi><mml:mrow><mml:mi>B</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>O</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mo>]</mml:mo></mml:mrow></mml:math></disp-formula>where <inline-formula id="ieqn-122"><mml:math id="mml-ieqn-122"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the inlet air temperature whereas <inline-formula id="ieqn-123"><mml:math id="mml-ieqn-123"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> is the ambient air temperature. Then, the collector efficiency can be obtained by dividing useable energy by the total amount of solar radiation that was absorbed as follows [<xref ref-type="bibr" rid="ref-27">27</xref>]:
<disp-formula id="eqn-47"><label>(47)</label><mml:math id="mml-eqn-47" display="block"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>F</mml:mi><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>[</mml:mo><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>G</mml:mi><mml:mrow><mml:mi>B</mml:mi></mml:mrow></mml:msub><mml:mi>C</mml:mi></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mo>]</mml:mo></mml:mrow></mml:math></disp-formula></p>
</sec>
<sec id="s3_3_3">
<label>3.3.3</label>
<title>Model III</title>
<p>Model III is similar to Model I with different error estimation criteria for estimating the output temperature [<xref ref-type="bibr" rid="ref-18">18</xref>].
<disp-formula id="eqn-48"><label>(48)</label><mml:math id="mml-eqn-48" display="block"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>i</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>u</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">(</mml:mo><mml:mi>i</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:mrow><mml:mrow><mml:mrow><mml:mover><mml:mi>m</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>i</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">(</mml:mo><mml:mi>i</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math></disp-formula></p>
<p>The compensated cover temperature is assumed to be [<xref ref-type="bibr" rid="ref-18">18</xref>]:
<disp-formula id="eqn-49"><label>(49)</label><mml:math id="mml-eqn-49" display="block"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mrow><mml:msub><mml:mi>c</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>e</mml:mi><mml:mi>w</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mn>0.98</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">(</mml:mo><mml:mi>p</mml:mi><mml:mi>r</mml:mi><mml:mi>e</mml:mi><mml:mi>v</mml:mi><mml:mi>i</mml:mi><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>s</mml:mi><mml:mspace width="thinmathspace" /><mml:mi>i</mml:mi><mml:mi>t</mml:mi><mml:mi>e</mml:mi><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>i</mml:mi><mml:mi>o</mml:mi><mml:mi>n</mml:mi><mml:mo stretchy="false">)</mml:mo><mml:mo>+</mml:mo><mml:mn>0.02</mml:mn><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:mi>n</mml:mi><mml:mi>e</mml:mi><mml:mi>w</mml:mi></mml:mrow></mml:msub><mml:mo stretchy="false">(</mml:mo><mml:mi>c</mml:mi><mml:mi>u</mml:mi><mml:mi>r</mml:mi><mml:mi>r</mml:mi><mml:mi>e</mml:mi><mml:mi>n</mml:mi><mml:mi>t</mml:mi><mml:mspace width="thinmathspace" /><mml:mi>i</mml:mi><mml:mi>t</mml:mi><mml:mi>e</mml:mi><mml:mi>r</mml:mi><mml:mi>a</mml:mi><mml:mi>t</mml:mi><mml:mi>i</mml:mi><mml:mi>o</mml:mi><mml:mi>n</mml:mi><mml:mo stretchy="false">)</mml:mo></mml:math></disp-formula>and the error in temperature can be calculated as:
<disp-formula id="eqn-50"><label>(50)</label><mml:math id="mml-eqn-50" display="block"><mml:mi>E</mml:mi><mml:mi>r</mml:mi><mml:mi>r</mml:mi><mml:mi>o</mml:mi><mml:mi>r</mml:mi><mml:mo>=</mml:mo><mml:mrow><mml:mo>|</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mrow><mml:msub><mml:mi>c</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>e</mml:mi><mml:mi>w</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mrow></mml:msub><mml:mo>|</mml:mo></mml:mrow></mml:math></disp-formula></p>
<p>The mean fluid temperature is [<xref ref-type="bibr" rid="ref-10">10</xref>]:
<disp-formula id="eqn-51"><label>(51)</label><mml:math id="mml-eqn-51" display="block"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>i</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>i</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:mrow><mml:mn>2</mml:mn></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>u</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mi>h</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>i</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mtext>&#x00A0;</mml:mtext><mml:mo>&#x2217;</mml:mo><mml:mtext>&#x00A0;</mml:mtext><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac></mml:math></disp-formula></p>
<p>Since the three methods are almost near each other with small differences, they are implemented into MATLAB codes, and the solution procedure is depicted in <xref ref-type="fig" rid="fig-6">Fig. 6</xref>.</p>
<fig id="fig-6">
<label>Figure 6</label>
<caption>
<title>Flowchart for the solution procedure</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_44706-fig-6.tif"/>
</fig>
</sec>
<sec id="s3_3_4">
<label>3.3.4</label>
<title>The Proposed Method</title>
<p>We developed an enhanced method that maximizes the positives and minimizes the negatives among the previous methods. It begins with identifying the geometric shape of the parabolic trough, using the <xref ref-type="disp-formula" rid="eqn-2">Eqs. (2)</xref>, <xref ref-type="disp-formula" rid="eqn-3">(3)</xref>, <xref ref-type="disp-formula" rid="eqn-8">(8)</xref> and <xref ref-type="disp-formula" rid="eqn-10">(10)</xref> and obtaining the parabola height, the aperture area, the surface area, and the concentration ratio. Then, we calculate the solar irradiance coefficients using <xref ref-type="disp-formula" rid="eqn-12">Eqs. (12)</xref> and <xref ref-type="disp-formula" rid="eqn-13">(13)</xref>. Finally we obtain the optical efficiency using <xref ref-type="disp-formula" rid="eqn-11">Eq. (11)</xref>.</p>
<p>Regarding the thermal analysis, it begins with identifying the fluid properties. After that, the wind properties, flow characteristics, and heat transfer coefficients are estimated using the <xref ref-type="disp-formula" rid="eqn-40">Eqs. (40)</xref>&#x2013;<xref ref-type="disp-formula" rid="eqn-45">(45)</xref>. Then, the solar energy, the useful energy, the loss energy, the glass temperature, output temperature, the fluid temperature, and the thermal efficiency all can be obtained using the <xref ref-type="disp-formula" rid="eqn-28">Eqs. (28)</xref>&#x2013;<xref ref-type="disp-formula" rid="eqn-34">(34)</xref>, <xref ref-type="disp-formula" rid="eqn-39">(39)</xref>, <xref ref-type="disp-formula" rid="eqn-45">(45)</xref>&#x2013;<xref ref-type="disp-formula" rid="eqn-47">(47)</xref>. However, the proposed model is a combination of some mathematical models that are available in the literature. It showed a better and more accurate performance in the results. The model flow chart is available in <xref ref-type="fig" rid="fig-7">Fig. 7</xref>.</p>
<fig id="fig-7">
<label>Figure 7</label>
<caption>
<title>Flow chart for the proposed model procedure</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_44706-fig-7.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Key Behaviours and Trends</title>
<p>Fors the receiver to be structurally stable, the study of the absorber tube wall overheating caused by partial or total dry-out is essential. The glass cover might break due to the significant stress that deflects the absorber tube in the transverse direction. Thermal studies have revealed that the absorbers&#x0027; temperature distribution is Y-axisymmetric. The little inlet and exit surfaces experience the highest thermal stress. The displacement in the Z-direction steadily rises from the inlet to the outlet side. The large temperature gradient caused by the irregular distribution of solar radiation is to blame for this. Adopting an eccentric receiver tube and a 90&#x00B0; orientation angle may decrease the thermal stress by about 41.4%. The internal surface centre of the receiver moves higher, but the exterior surface centre remains the same [<xref ref-type="bibr" rid="ref-28">28</xref>].</p>
<p>The addition of porous medium at the absorber tube&#x0027;s inner surface speeds up heat transfer because of the following reasons: (a) disruption of the boundary layer lowers thermal resistance; (b) an increase in turbulence intensity speeds up fluid mixing; and (c) an increase in effective thermal conductivity because of the porous medium high thermal conductivity and high fluid area density [<xref ref-type="bibr" rid="ref-23">23</xref>].</p>
<p>Also, increasing the wet surface area of the absorber tube&#x0027;s inner surface, including micro-grooves, speeds up the rate at which heat is transferred from the absorber to the working fluid. Capillary-driven flow minimises the size of the dry region in stratified and stratified-wavy flow by pushing liquid water into micro-grooves. It aids in accelerating heat transmission and lowering the thermal gradient along the circumference of the absorber wall. In addition, convective boiling is accelerated by microcircumferential grooves on the inner wall of the PTC absorber tube, increasing the heat transfer rate [<xref ref-type="bibr" rid="ref-29">29</xref>]. As the wall thickness is increased, the pressure-induced stress decreases whereas the thermal stress increases. Because steam has a poor heat transfer coefficient, the overheated part becomes critical [<xref ref-type="bibr" rid="ref-30">30</xref>].</p>
<p>Thermal efficiency, pressure drop, and heat transfer decrease with the increase in HTF inlet temperatures and increase with the addition of nanoparticles to synthetic oil to increase the Reynold number. Complex impacts of the Darcy number might be seen. As the Darcy number rises, thermal efficiency and the heat transfer coefficient also decrease. However, the pressure drop is inversely proportional to the Darcy number decreases. Installing a porous structure within the absorber tube improves thermal efficiency at lower Reynolds numbers (5*10<sup>5</sup>&#x2013;15*10<sup>5</sup>). However, porous structures with lower Darcy numbers (<italic>Da = 0.07</italic>) have no significant effect on improving the thermal efficiency of PTCs at high Reynolds numbers [<xref ref-type="bibr" rid="ref-31">31</xref>].</p>
<p>The drag and friction coefficients decrease with the increase in Reynold&#x0027;s number, but the heat transfer coefficient increases. Speed drops off away from the receiver pipe&#x0027;s output line along the centre line axis. Additionally, the dispersion of velocity drops in a laminar flow is more significant than in a turbulent flow. Pressure drop is more considerable for laminar flow than the turbulent flow and decreases with increasing distance along the centre line towards the outlet line of the receiver pipe. In both laminar and turbulent flows, the temperature distribution along the centreline receiver pipe is constant. With increasing heat flow, the temperature of the parabolic collector&#x0027;s thermal output at the absorber tube wall rises.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Results and Discussions</title>
<p>In the following, we investigate the accuracy of the above-described three models in addition to the one developed by the author. The comparison between these models and the experimental data provided by Bellos et al. [<xref ref-type="bibr" rid="ref-10">10</xref>] is presented in <xref ref-type="table" rid="table-3">Table 3</xref>. The experimental data provides the values for various parameters, including <italic>T</italic><sub><italic>out</italic></sub>, <inline-formula id="ieqn-124"><mml:math id="mml-ieqn-124"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> and <inline-formula id="ieqn-125"><mml:math id="mml-ieqn-125"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>t</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula>, under pre-estimated conditions of <inline-formula id="ieqn-126"><mml:math id="mml-ieqn-126"><mml:mi>G</mml:mi><mml:mi>B</mml:mi><mml:mo>,</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:mo>,</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula> and V.</p>
<p>Model I revealed a discrepancy in the forecasted optical efficiency, measuring at 0.08%. Conversely, the error in thermal efficiency has a positive correlation with the input temperature. This suggests that the methodology employed to estimate the output temperature may possess inherent limitations.</p>
<p>The results of Model II show a good agreement with the experimental data. It gives the lowest error for the thermal efficiency of 3% for <italic>T<sub>in</sub></italic> &#x003D; 470.65 K.</p>
<p>Model III also shows a good agreement with the experimental data, with a maximum error in the output temperature of 4% for <italic>T<sub>in</sub></italic> &#x003D; 470.65 K. However, this depends on the good choice of a compensation factor in the iterative technique, which is not usually easy.</p>
<p>Finally, the proposed model shows the best agreement with the experimental data, with a maximum error in the output temperature of 4.7% for <italic>T<sub>in</sub></italic> &#x003D; 375.35 K, as shown in <xref ref-type="fig" rid="fig-8">Fig. 8</xref>. <xref ref-type="table" rid="table-3">Table 3</xref> below compares the different models used in thermal analysis. The results are also depicted in <xref ref-type="fig" rid="fig-9">Fig. 9</xref> for a velocity of 0.0008 m<sup>3</sup>/s.</p>
<fig id="fig-8">
<label>Figure 8</label>
<caption>
<title>Thermal efficiency of the model <italic>vs</italic>. the experimental data at <italic>V &#x003D; 0.0008 m<sup>3</sup>/s</italic></title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_44706-fig-8.tif"/>
</fig><fig id="fig-9">
<label>Figure 9</label>
<caption>
<title>output temperature of the model&#x2019;s <italic>vs</italic>. the experimental data at <italic>V &#x003D; 0.0008 m<sup>3</sup>/s</italic></title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_44706-fig-9.tif"/>
</fig>
<p><xref ref-type="fig" rid="fig-8">Fig. 8</xref> shows variation of the outlet temperature predicted by the various models with the inlet temperature for <italic>V &#x003D; 0.0008 m<sup>3</sup>/s</italic>.</p>
</sec>
<sec id="s6">
<label>6</label>
<title>Conclusions and Future Work</title>
<p>In the present work, we investigate different PTC configurations and methods of solution found in literature and compare their accuracies with a newly developed method. We start by discussing the PTCs&#x2019; main components and their evolution with time. Then, we investigate the different mathematical models available for solving PTC&#x2019;s optical, thermal, and structural behaviors in addition to the key solution techniques. Some key behaviors, and trends regarding PTC analysis and design are discussed.</p>
<p>Regarding the mechanical design of the reflector structure, the space tube design is preferred. For optimal reflectance, polymer-based reflective sheets are comparable to glass mirrors, but their resilience, corrosion resistance, and reflectivity may require more testing under humidity and cyclical conditions. Solar tracking systems commonly utilize the shadow effect idea, but it has been demonstrated that artificial intelligence-powered image processing may achieve higher accuracy. In addition, hydraulic rotary actuators are preferable to traditional step reduction gearboxes for superior tracking precision in significant solar fields. Ultimately, optimising the collector structure, tracking system, and reflector may lead to the PTC design with optimal performance, and it may reduce the system&#x0027;s capital cost by up to $75&#x2013;$100/m<sup>2</sup>.</p>
<p>When creating an adequate parabolic trough solar collector, the flux distribution analysis is one of the most critical factors. The primary method currently used for the optical analysis is MCRT, which has replaced older methods like limb darkening studies. Some researchers have investigated methods to reduce the computational time of MCRT using algorithms or two-dimensional methods. For thermal analysis, TFM is the best method to use for PTCs in direct steam generation, with different fluid phases considered. For structural analysis of PTCs for home applications, FEM is the most cost-effective and suitable method. Regarding fluid dynamics analysis, most studies use software such as ANSYS FLUENT, Ansys CFX, Thermo-fluids, Solidworks, and COMSOL Multiphysics. General fluid dynamics software can also be used for PTC simulations, such as Sol Trace, MCRT-code/Fluent, STAR-CCM&#x002B;, TracePro, or MSC Nastran.</p>
<p>In the present work, the optical efficiency of parabolic trough solar collectors is accurately predicted by validating the proposed models using experimental data from Bellos. Three models are examined, each resulting in different thermal efficiency. However, the models encountered contradicting challenges when confronted with the experimental data and faced limitations in estimating the output temperature. After that, a new model that combines the optical model developed in [<xref ref-type="bibr" rid="ref-26">26</xref>] with the solar energy calculations based on location and date in [<xref ref-type="bibr" rid="ref-25">25</xref>] and the output temperature has resulted in the highest thermal efficiency and the best matching with the experimental results.</p>
<p>For future work, there is a need to improve the mathematical model for the analysis and design of multistage PTCs. This model can design, analyze, and perform parametric studies on multistage PTCs, leading to better performance and cost savings. There are also other forms of solar concentrators that need better mathematical modelling and formulation, such as Flat Solar Concentrators.</p>
</sec>
</body>
<back>
<glossary content-type="abbreviations" id="glossary-1">
<title>Nomenclature</title>
<def-list>
<def-item>
<term>C</term>
<def>
<p>Concentrator ratio</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-1"><mml:math id="mml-ieqn-1"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Parabola height</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-2"><mml:math id="mml-ieqn-2"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Total aperture loss</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-3"><mml:math id="mml-ieqn-3"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Geometric factor</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-4"><mml:math id="mml-ieqn-4"><mml:mi>&#x03B3;</mml:mi></mml:math></inline-formula></term>
<def>
<p>Intercept factor</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-5"><mml:math id="mml-ieqn-5"><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Reflectance of mirror</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-6"><mml:math id="mml-ieqn-6"><mml:mi>&#x03C4;</mml:mi></mml:math></inline-formula></term>
<def>
<p>Transmittance of the glass cover</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-7"><mml:math id="mml-ieqn-7"><mml:mi>&#x03B1;</mml:mi></mml:math></inline-formula></term>
<def>
<p>Absorptance of receiver</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-8"><mml:math id="mml-ieqn-8"><mml:mi>L</mml:mi></mml:math></inline-formula></term>
<def>
<p>Receiver length</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-9"><mml:math id="mml-ieqn-9"><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>The outer diameter of the receiver</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-10"><mml:math id="mml-ieqn-10"><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>The inner diameter of the receiver</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-11"><mml:math id="mml-ieqn-11"><mml:msub><mml:mi>D</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>The outer diameter of the glass cover</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-12"><mml:math id="mml-ieqn-12"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>The temperature of ambient air</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-13"><mml:math id="mml-ieqn-13"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>The temperature of inlet air</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-14"><mml:math id="mml-ieqn-14"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>The temperature of the receiver surface</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-15"><mml:math id="mml-ieqn-15"><mml:mi>V</mml:mi></mml:math></inline-formula></term>
<def>
<p>Wind velocity</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-16"><mml:math id="mml-ieqn-16"><mml:msub><mml:mi>p</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>The pressure of ambient air</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-17"><mml:math id="mml-ieqn-17"><mml:msub><mml:mi>p</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>The pressure of the working fluid</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-18"><mml:math id="mml-ieqn-18"><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Glass cover emissivity</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-19"><mml:math id="mml-ieqn-19"><mml:msub><mml:mi>&#x03B5;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Receiver emissivity</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-20"><mml:math id="mml-ieqn-20"><mml:mrow><mml:mover><mml:mi>m</mml:mi><mml:mo>&#x02D9;</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula></term>
<def>
<p>Mass flow of working fluid</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-21"><mml:math id="mml-ieqn-21"><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Tube thermal conductivity</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-22"><mml:math id="mml-ieqn-22"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Aperture area</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-23"><mml:math id="mml-ieqn-23"><mml:msub><mml:mi>&#x03C6;</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Rim angle</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-24"><mml:math id="mml-ieqn-24"><mml:mi>f</mml:mi></mml:math></inline-formula></term>
<def>
<p>Focal length</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-25"><mml:math id="mml-ieqn-25"><mml:msub><mml:mi>w</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Parabolic trough width</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-26"><mml:math id="mml-ieqn-26"><mml:msub><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Incidence angle</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-27"><mml:math id="mml-ieqn-27"><mml:msub><mml:mi>&#x03B8;</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Half of the angle subtended by the Sun on the Earth</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-28"><mml:math id="mml-ieqn-28"><mml:msub><mml:mi>G</mml:mi><mml:mrow><mml:mi>B</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Solar beam radiation constant</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-29"><mml:math id="mml-ieqn-29"><mml:msup><mml:mi>F</mml:mi><mml:mo>&#x2032;</mml:mo></mml:msup></mml:math></inline-formula></term>
<def>
<p>Collector efficiency factor</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-30"><mml:math id="mml-ieqn-30"><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi>L</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Heat loss coefficient</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-31"><mml:math id="mml-ieqn-31"><mml:msub><mml:mi>F</mml:mi><mml:mrow><mml:mi>R</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Collector heat removal factor</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-32"><mml:math id="mml-ieqn-32"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>r</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>The receiver area</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-33"><mml:math id="mml-ieqn-33"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>c</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Convection coefficient of the losses in the glass cover</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-34"><mml:math id="mml-ieqn-34"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>c</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>a</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Convection coefficient of the total radiation heat transfer between the receiver and the glass cover</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-35"><mml:math id="mml-ieqn-35"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>r</mml:mi><mml:mo>,</mml:mo><mml:mi>r</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>The radiation heat transfer between the receiver and the glass cover</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-36"><mml:math id="mml-ieqn-36"><mml:mi>N</mml:mi><mml:mi>u</mml:mi></mml:math></inline-formula></term>
<def>
<p>Nusselt number</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-37"><mml:math id="mml-ieqn-37"><mml:mi>R</mml:mi><mml:mi>e</mml:mi></mml:math></inline-formula></term>
<def>
<p>Reynolds number</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-38"><mml:math id="mml-ieqn-38"><mml:mi>P</mml:mi><mml:mi>r</mml:mi></mml:math></inline-formula></term>
<def>
<p>Prandtl number</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-39"><mml:math id="mml-ieqn-39"><mml:mi>&#x03C3;</mml:mi></mml:math></inline-formula></term>
<def>
<p>Stefan-Boltzmann constant</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-40"><mml:math id="mml-ieqn-40"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Temperature of the glass cover</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-41"><mml:math id="mml-ieqn-41"><mml:msub><mml:mi>A</mml:mi><mml:mrow><mml:mi>g</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Area of the glass cover</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-42"><mml:math id="mml-ieqn-42"><mml:msub><mml:mi>c</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Specific-heat coefficient at constant pressure</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-43"><mml:math id="mml-ieqn-43"><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Total solar energy</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-44"><mml:math id="mml-ieqn-44"><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>u</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Useful energy captured by the fluid</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-45"><mml:math id="mml-ieqn-45"><mml:msub><mml:mi>Q</mml:mi><mml:mrow><mml:mi>l</mml:mi><mml:mi>o</mml:mi><mml:mi>s</mml:mi><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Loss energy</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-46"><mml:math id="mml-ieqn-46"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>i</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Inlet temperature</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-47"><mml:math id="mml-ieqn-47"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Outlet temperature</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-48"><mml:math id="mml-ieqn-48"><mml:msub><mml:mi>h</mml:mi><mml:mrow><mml:mi>o</mml:mi><mml:mi>u</mml:mi><mml:mi>t</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Outlet convection coefficient</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-49"><mml:math id="mml-ieqn-49"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>f</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Mean fluid temperature</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-50"><mml:math id="mml-ieqn-50"><mml:mi>k</mml:mi></mml:math></inline-formula></term>
<def>
<p>Fluid conductivity</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-51"><mml:math id="mml-ieqn-51"><mml:msub><mml:mi>E</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Total solar exergetic energy</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-52"><mml:math id="mml-ieqn-52"><mml:msub><mml:mi>E</mml:mi><mml:mrow><mml:mi>u</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Useful exergetic energy</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-53"><mml:math id="mml-ieqn-53"><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>s</mml:mi><mml:mi>u</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Sun temperature</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-54"><mml:math id="mml-ieqn-54"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Optical efficiency</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-55"><mml:math id="mml-ieqn-55"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Collector efficiency</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-56"><mml:math id="mml-ieqn-56"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>t</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Thermal efficiency</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-57"><mml:math id="mml-ieqn-57"><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B7;</mml:mi></mml:mrow><mml:mrow><mml:mi>e</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:math></inline-formula></term>
<def>
<p>Exergetic efficiency</p>
</def>
</def-item>
</def-list>
</glossary>
<ack>
<p>The authors would like to thank Prof. Hani M. Negm, Aerospace Engineering Department, Cairo University for reviewing the work.</p>
</ack>
<sec><title>Funding Statement</title>
<p>The authors received no specific funding for this study.</p>
</sec>
<sec><title>Author Contributions</title>
<p>The authors confirm contribution to the paper as follows: study conception and design: AbdelFatah and Kasem, interpretation of results: Fahim, draft manuscript preparation: AbdelFatah and Kasem. 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>Because the work contains MATLAB routines that the author has created, the datasets created and/or analyzed during the current work are not publicly available, but they are available from the corresponding author upon justifiable request.</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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