<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">EPE</journal-id><journal-title-group><journal-title>Energy and Power Engineering</journal-title></journal-title-group><issn pub-type="epub">1949-243X</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/epe.2022.1411037</article-id><article-id pub-id-type="publisher-id">EPE-121427</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Engineering</subject></subj-group></article-categories><title-group><article-title>
 
 
  Comparative Heat Transfer Data for Solid-Liquid Phase Change of D-Mannitol and Adipic Acid
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ulyana</surname><given-names>Horbatyuk</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ana</surname><given-names>Magalhães</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Victor</surname><given-names>Ferreira</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Carlos</surname><given-names>Pinho</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>CEFT, DEMEC, Faculty of Engineering, University of Porto, Porto, Portugal</addr-line></aff><pub-date pub-type="epub"><day>07</day><month>11</month><year>2022</year></pub-date><volume>14</volume><issue>11</issue><fpage>680</fpage><lpage>704</lpage><history><date date-type="received"><day>26,</day>	<month>July</month>	<year>2022</year></date><date date-type="rev-recd"><day>21,</day>	<month>November</month>	<year>2022</year>	</date><date date-type="accepted"><day>24,</day>	<month>November</month>	<year>2022</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  The goal of this work was to measure the heat transfer rates from thermofluid, Therminol 66, to two phase change materials, D-mannitol and adipic acid. It concerns the determination of heat transfer coefficients for the design of a concentrated solar energy plant requiring PCM thermal energy storage and is part of a wider set of experiments, where several PCMs were tested. An experimental installation was used with a cylindrical vessel with three tubes disposed almost horizontally (5&amp;deg; inclination), containing the phase change material, around which the thermal fluid flowed almost perpendicular to the tubes. The experimental installation allowed to recreate heating and cooling cycles. In order to evaluate the influence of the flow on the rate at which the heating and cooling processes took place, tests were performed at different thermofluid mass flow rates, concluding that there is no great influence, since the thermal resistance inside the tubes is much higher than on the outside. D-mannitol and adipic acid, present different phase change temperatures, 164
  &amp;deg;C for D-mannitol and 152
  &amp;deg;C for adipic acid. The average heat transfer coefficient, during the phase change process, was of 340 W/(m
  <sup>2</sup>K) for D-mannitol and 1320 W/(m
  <sup>2</sup>K) for adipic acid.
 
</p></abstract><kwd-group><kwd>Adipic Acid</kwd><kwd> D-Mannitol</kwd><kwd> Heat Transfer Coefficient</kwd><kwd> Phase Change Materials</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>The use of phase change materials as a form of energy storage dates back to the 1970s, when they were used as thermal capacitors in lunar vehicles [<xref ref-type="bibr" rid="scirp.121427-ref1">1</xref>]. Phase change materials have been gaining significant importance in the world of technology, and in the world of thermal energy. Such importance is due to various reasons: the growing interest in the area of renewable energy, technological developments, and the demand for more and more comfort, among others [<xref ref-type="bibr" rid="scirp.121427-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref5">5</xref>].</p><p>The use of phase change materials (PCMs) for thermal energy storage facilitates the use of solar systems even at low solar radiation periods, or the storage of surplus discarded thermal energy, available from any other type of source or plant [<xref ref-type="bibr" rid="scirp.121427-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref7">7</xref>]. The greenhouse heating is a typical situation where this kind of energy storage is rather useful [<xref ref-type="bibr" rid="scirp.121427-ref8">8</xref>]. The application of PCMs in domestic heat water production from solar energy is another [<xref ref-type="bibr" rid="scirp.121427-ref9">9</xref>]. Sioshansi and Denholm [<xref ref-type="bibr" rid="scirp.121427-ref10">10</xref>] analyzed the economic impact of the introduction of a thermal energy storage system in concentrated solar energy plants, while Nithyanandam e Pitchumani [<xref ref-type="bibr" rid="scirp.121427-ref11">11</xref>] carried out a detailed economic analysis of the use of phase change materials in concentrated solar plants. The use of PCMs is an economic advantage as it reduces the number and size of the storage reservoirs [<xref ref-type="bibr" rid="scirp.121427-ref1">1</xref>]. It is a most promising solution because it allows a high storage density and an almost isothermal operation [<xref ref-type="bibr" rid="scirp.121427-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref13">13</xref>]. There are many problems with the PCMs, namely due to their low thermal conductivities, low chemical stability, their corrosion capacity towards the storage reservoir materials and large volume variations associated to the change of phases. However, new technological developments on the synthesis of new materials are leading to new future promises [<xref ref-type="bibr" rid="scirp.121427-ref13">13</xref>].</p><p>The present study concerns the determination of heat transfer coefficients for the design of a concentrated solar energy plant requiring a PCM thermal energy storage. It is part of a wider set of experiments, where several PCMs were tested in order to obtain heat transfer values [<xref ref-type="bibr" rid="scirp.121427-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref17">17</xref>].</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Experimental Setup and Operating Procedure</title><p>The heating experiments for the phase change material (PCM) under study were carried out in a laboratory installation where hot thermal oil, the Therminol 66, transferred heat towards the PCM under analysis, which was placed inside a set of three transversal pipes with a slight slope to the horizontal. Two mass flow rates of the thermal oil were used in the experiments, according to the frequency of operation of the thermofluid circulating pump, namely 35 Hz and 50 Hz. During the PCM cooling period, the circulating thermofluid was cooled by a water cooled shell and tube heat exchanger. A quick reversal of the operating conditions of the laboratory set-up could easily be achieved, and the heating and cooling cycles of the PCM could be implemented in a straightforward manner. <xref ref-type="fig" rid="fig1">Figure 1</xref> presents a global scheme and a picture of the installation. During the PCM fusion process the thermofluid was heated in the heater A then it was pumped and sent to the test exchanger D. The Therminol 66 was chosen because it was intended to be used in a future solar plant operating with the PCMs under analysis.</p><p>During the PCM solidification step, the thermofluid was cooled in the shell and tube heat exchanger B and then pumped towards the test heat exchanger D. The mass flow rate of the thermofluid it was measured by the pressure drop through the orifice plate P, <xref ref-type="fig" rid="fig1">Figure 1</xref>. The laboratory installation was equipped with differential pressure transducers and T type thermocouples as necessary to follow the operating process. The computer based data acquisition system is composed by two USB connected interface boards from Measurement Computing and their operation was controlled by the DASYLab software.</p><p>The heat exchanger used in the experiments is composed by a single layer of three almost horizontal pipes. The heat exchanger is made of carbon steel with an internal diameter 159.3 mm and an external diameter of 168.3 mm. There is a bundle of three pipes, which will stay approximately in a perpendicular position towards the external thermal oil crossflow. These pipes have 210 mm length, 48.3 mm of external diameter and 43.1 mm of internal diameter. <xref ref-type="fig" rid="fig2">Figure 2</xref> presents a picture and 3D image of the heat exchanger while in <xref ref-type="fig" rid="fig3">Figure 3</xref> there is a 2D drawing. When installed in the experimental setup this heat exchanger is in a vertically position, <xref ref-type="fig" rid="fig1">Figure 1</xref>. In such situation, the transversal pipes have a 5˚ inclination towards the horizontal, to ease the PCM emptying process. The external heat transfer area of each pipe is around 0.0241 m<sup>2</sup> and the internal volume of pipe bundle is of 1.348 dm<sup>3</sup>.</p><p>To evaluate the PCM temperature evolution during the heating and cooling phases, three T type thermocouples were placed inside each one of the pipes. The placement of each thermocouple is indicated by the red circle, <xref ref-type="fig" rid="fig3">Figure 3</xref>. Another thermocouple was placed attached to each pipe external wall, this</p><p>makes easier the determination of the external heat transfer coefficient from the thermal wall towards the pipe, inside which there is the PCM. The position of these external thermocouples is also indicated in <xref ref-type="fig" rid="fig3">Figure 3</xref>, by means of the blue squares. Two more T type thermocouples were placed at the heat exchanger inlet and outlet. In this way, the inlet and outlet temperatures of the thermal oil can be continuously monitored.</p></sec><sec id="s2_2"><title>2.2. The Phase Change Materials</title><p>Two PCMs were studied. One has the commercial designation of Plus ICE A164, and is an alcoholic sugar derived from D-mannitol (C<sub>6</sub>H<sub>14</sub>O<sub>6</sub>). The properties supplied by the manufacturer are presented in <xref ref-type="table" rid="table1">Table 1</xref>. Trhlikova et al. [<xref ref-type="bibr" rid="scirp.121427-ref18">18</xref>] carried out measurements of the thermal properties of this PCM through a ramp-wise and step-wise transient method, and some of the obtained properties are presented in <xref ref-type="table" rid="table2">Table 2</xref>, for three temperature values.</p><p>The D-mannitol is presented as white powder and its fusion temperature at 1 atm is about 168˚C. The D-mannitol is commonly used in the food and pharmaceutical industries and more recently, it was proposed as a thermal energy storage material [<xref ref-type="bibr" rid="scirp.121427-ref19">19</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref20">20</xref>]. A total of 1.8 kg of PCM (PlusICEA164), equally distributed by the three pipes, was introduced inside the test heat exchanger. This corresponds to 522 kJ of latent heat of phase change.</p><p>Several authors have detected some problems on the D-mannitol usage as thermal energy storage material. Rodr&#237;guez-Garc&#237;a et al. [<xref ref-type="bibr" rid="scirp.121427-ref21">21</xref>] indicate that there is a severe degradation of this material when working on thermal energy storage processes, while it is subjected to long stages above its fusion temperature. The clear phase change disappears and a vitreous transition phenomenon takes place and from a visual inspection of the degraded material it can be concluded that its solid structure is lost. It is replaced by a brownish pasty structure, typical of a caramelization process. Bay&#243;n and Rojas [<xref ref-type="bibr" rid="scirp.121427-ref22">22</xref>] also confirm the caramelization</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Properties of plus ICE A164 as supplied by the manufacturer</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Phase change temperature [˚C]</th><th align="center" valign="middle" >Density [kg/m<sup>3</sup>]</th><th align="center" valign="middle" >Latent heat [kJ/kg]</th><th align="center" valign="middle" >Specific heat [kJ/(kg&#183;K)]</th><th align="center" valign="middle" >Specific energy [MJ/m<sup>3</sup>]</th></tr></thead><tr><td align="center" valign="middle" >164</td><td align="center" valign="middle" >1500</td><td align="center" valign="middle" >290</td><td align="center" valign="middle" >2.42</td><td align="center" valign="middle" >435</td></tr></tbody></table></table-wrap><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Some experimentally determined thermal properties of Plus ICE A164 [<xref ref-type="bibr" rid="scirp.121427-ref18">18</xref>]</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Temperature [˚C]</th><th align="center" valign="middle" >Phase</th><th align="center" valign="middle" >Thermal diffusivity [mm<sup>2</sup>/s]</th><th align="center" valign="middle" >Thermal conductivity [W/(m&#183;K)]</th><th align="center" valign="middle" >Specific heat [kJ/(kg&#183;K)]</th></tr></thead><tr><td align="center" valign="middle" >30</td><td align="center" valign="middle" >Solid</td><td align="center" valign="middle" >0.054</td><td align="center" valign="middle" >0.06</td><td align="center" valign="middle" >0.68</td></tr><tr><td align="center" valign="middle" >100</td><td align="center" valign="middle" >Solid</td><td align="center" valign="middle" >0.049</td><td align="center" valign="middle" >0.18</td><td align="center" valign="middle" >2.45</td></tr><tr><td align="center" valign="middle" >260</td><td align="center" valign="middle" >Liquid</td><td align="center" valign="middle" >0.078</td><td align="center" valign="middle" >0.24</td><td align="center" valign="middle" >2.07</td></tr></tbody></table></table-wrap><p>process and have identified a strong volatiles release followed by the polymerization of the solid material. These authors suggest that without a proper stabilization procedure of the material, either through encapsulation or through the formation of a composite structure, this material should not be used for thermal energy storage. Gasia et al. [<xref ref-type="bibr" rid="scirp.121427-ref23">23</xref>] have also detected a serious chemical and thermal degradation of the D-mannitol after a hundred operation cycles and consequently also refer that the D-mannitol should not be used as a thermal storage phase change material.</p><p>In spite of the above mentioned restrictions, that concern pure D-mannitol, and not commercially derived D-mannitol products, as is the present situation, the D-mannitol derivative under analysis is a product developed for thermal energy storage applications, and the expectancy is that it would not present such strong degradation of behavior and properties, as found in the pure material. Even so, industrial applications of D-mannitol derivatives must be carefully evaluated while the aging problems are not solved or minimized.</p><p>The second phase change material used in the experimental procedures was the adipic acid [<xref ref-type="bibr" rid="scirp.121427-ref23">23</xref>], <xref ref-type="table" rid="table3">Table 3</xref>. Adipic acid, also known as hexanedioic acid or 1.4-butanedicarboxylic acid, is a dicarboxylic acid. It has a melting point between 151˚C - 152˚C and its latent heat of fusion is between 213 and 275 kJ/kg [<xref ref-type="bibr" rid="scirp.121427-ref24">24</xref>]. It is a white, crystalline powder, soluble in water and organic solvents and odorless. It is used in a wide range of applications, however, almost 80 % of its production is for the production of polyamide. Other applications include plasticizers and lubricants, coatings, adhesives, and synthetic leather, among others. It was chosen for the present study, because it is the material that presents the best qualities after the D-mannitol, in the same average range of melting temperatures, and presents the advantage of not being so sensitive to the process of thermal aging, unlike D-mannitol.</p><p>Some studies have been carried out to determine the problems that arise due to the use of this material. The conclusions obtained after subjecting adipic acid to five heating and cooling cycles (between 40˚C - 200˚C) in an airtight container, its properties such as melting temperature and enthalpy of fusion did not change, but only an overcooling of approximately 5˚C occurred [<xref ref-type="bibr" rid="scirp.121427-ref25">25</xref>]. Another study, experimentally determined that no degradation occurs in the material when exposed to flowing air up to a temperature of 207˚C. The same study demonstrates through spectrometric analysis that there is no morphological change in adipic acid even after 100 cycles of heating and cooling between 150˚C - 200˚C.</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Properties of the adipic acid [<xref ref-type="bibr" rid="scirp.121427-ref26">26</xref>]</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Phase change temperature [˚C]</th><th align="center" valign="middle" >Density [kg/m<sup>3</sup>]</th><th align="center" valign="middle" >Latent heat [kJ/kg]</th><th align="center" valign="middle" >Specific heat [kJ/(kg K)]</th></tr></thead><tr><td align="center" valign="middle" >151.5 - 153.0</td><td align="center" valign="middle" >1360 (solid at 20˚C) 1093 (liquid at 163˚C)</td><td align="center" valign="middle" >238.5</td><td align="center" valign="middle" >1.59 (solid at 20˚C) 2.26 (liquid at 150˚C)</td></tr></tbody></table></table-wrap><p>However a reduction in the melting enthalpy of about 7% occurs, and a slight decrease in the solidification temperature, with the rest of the properties remaining unchanged [<xref ref-type="bibr" rid="scirp.121427-ref23">23</xref>].</p><p>This material is suitable for use in latent heat systems but it may present some corrosion problems when subjected to non-compatible vessels [<xref ref-type="bibr" rid="scirp.121427-ref27">27</xref>]. According to steel manufacturers, this material is compatible with an extensive range of stainless steels. Some manufacturers admit good compatibility with carbon steel, others assume corrosion.</p><p>Applying the first law of thermodynamics to the exchanger under study results that [<xref ref-type="bibr" rid="scirp.121427-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref15">15</xref>],</p><p>Q ˙ = m ˙ c ( T i n − T o u t ) (1)</p><p>where Q ˙ , m ˙ and c are the power delivered by the thermofluid in the test exchanger, the mass flow rate of the circulating thermofluid and the specific heat of the thermofluid, respectively. The temperatures T i n and T o u t are the temperatures of the thermofluid at the inlet and outlet of the exchanger. The test exchanger is insulated, thus, all the power that is given off by the thermofluid is transferred to the phase change material,</p><p>Q ˙ = U A Δ T m l (2)</p><p>being Δ T m l the log mean temperature difference.</p><p>Combining Equations (1) and (2) yields Equation (3), by which the overall heat transfer coefficient is calculated.</p><p>U = Q ˙ A Δ T m l = m ˙ c ( T i n − T o u t ) A Δ T m l (3)</p><p>In order to proceed with the calculation, it is necessary to know the value of the thermal power that the thermofluid gives in each instant, which is possible to do since in all tests the temperatures corresponding to the temperatures of the thermofluid at the inlet and outlet of the exchanger were recorded. The heat transfer area is the area of each tube, which is 0.0241 m<sup>2</sup>.</p><p>Finally, the log mean temperature difference is calculated according to Equation (4) [<xref ref-type="bibr" rid="scirp.121427-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref15">15</xref>]. This equation has this configuration because there is no flow within each tube. The PCM temperatures, T P C M i n i and T P C M f i n , are the initial and final temperatures, respectively.</p><p>Δ T m l = ( T o u t − T P C M f i n ) − ( T i n − T P C M i n i ) ln ( T o u t − T P C M f i n T i n − T P C M i n i ) (4)</p><p>To determine the heat transfer coefficient on the thermofluid side, the temperatures collected by the thermocouples near the outer walls of the tubes were used. Equation (5) [<xref ref-type="bibr" rid="scirp.121427-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref15">15</xref>] was used for the calculation.</p><p>h e x t = Q ˙ A e x t ( T i n − T w a l l ) (5)</p><p>In this equation, Q ˙ represents the thermal power, A e x t is the external area of the tubes, T i n the inlet temperature of the thermofluid into the test exchanger, and T w a l l is the wall temperature of the capsule.</p><p>The heat transfer coefficient in the phase change material is determined using Equation (6) [<xref ref-type="bibr" rid="scirp.121427-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref15">15</xref>]. In this equation r e x t and r i n t are the external and internal radius of the pipe containing the PCM, h e x t and h i n t are the internal and external heat transfer coefficients and k is the thermal conductivity of the pipe material. Since the overall heat transfer coefficient U, and the thermofluid side heat transfer coefficient h e x t have already been determined, obtaining h i n t is straightforward.</p><p>U = [ r e x t r i n t h i n t + r e x t ln ( r e x t r i n t ) k + 1 h e x t ] − 1 (6)</p><p>To analyze all the data, constant successive time intervals and average temperature values for these intervals were used along the experimental runs.</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><sec id="s3_1"><title>3.1. Experimental Results for D-Mannitol</title><p>D-mannitol tests were performed using pumping frequencies of 35 Hz and 50 Hz. Each test comprises a heating and a cooling process. The heating conditions were kept the same, the thermofluid temperature raised from 30˚C to 190˚C. The thermofluid cooling was done initially with a water flow rate of 5 l/min, and after 20 minutes, at 3 l/min. The thermofluid temperature dropped from 190˚C to 20˚C and extracted heat from the PCM. Information on the thermofluid temperature evolution can be found elsewhere [<xref ref-type="bibr" rid="scirp.121427-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref16">16</xref>] [<xref ref-type="bibr" rid="scirp.121427-ref17">17</xref>].</p><p>The total mass encapsulated in three tubes of the exchanger is 1.8 kg and is equally distributed over the three tubes. For this mass, the thermal energy absorbed and released in the phase change process by D-mannitol (h<sub>sl</sub> = 290 kJ/kg) is 522 kJ.</p><p><xref ref-type="table" rid="table4">Table 4</xref> presents the average values of thermofluid mass flow rate for the two different motor supply frequencies, 35 Hz and 50 Hz. When the supply frequency is higher, the higher is the thermofluid flow rate. The thermofluid mass flow rate also varies with the test phase, being lower during cooling. The pressure drop during the cooling process is higher, due to the passage of the thermofluid through the shell and tubewater cooler and the cooling pipe, decreasing its mass flow rate. In all cases presented, the Reynolds number indicates laminar flow conditions for the thermofluid.</p><p>The heating and cooling curves obtained during the D-mannitol tests are presented below, showing the thermocouples measurements inside the PCM, as well as the temperature of the heat transfer fluid at the heat exchanger inlet. <xref ref-type="fig" rid="fig4">Figure 4</xref> shows the evolution of the temperatures during the heating process, for the 50</p><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Average mass flow rate for the D-mannitol experiments</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Frequency [Hz]</th><th align="center" valign="middle" >Process</th><th align="center" valign="middle" >m ˙ [kg/s]</th><th align="center" valign="middle" >Re<sub>D</sub></th></tr></thead><tr><td align="center" valign="middle"  rowspan="3"  >35</td><td align="center" valign="middle" >Heating</td><td align="center" valign="middle" >0.364</td><td align="center" valign="middle" >621</td></tr><tr><td align="center" valign="middle" >Cooling</td><td align="center" valign="middle" >0.239</td><td align="center" valign="middle" >89</td></tr><tr><td align="center" valign="middle" >Slow cooling</td><td align="center" valign="middle" >0.228</td><td align="center" valign="middle" >49</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >50</td><td align="center" valign="middle" >Heating</td><td align="center" valign="middle" >0.349</td><td align="center" valign="middle" >960</td></tr><tr><td align="center" valign="middle" >Cooling</td><td align="center" valign="middle" >0.351</td><td align="center" valign="middle" >123</td></tr><tr><td align="center" valign="middle" >Slow cooling</td><td align="center" valign="middle" >0.347</td><td align="center" valign="middle" >70</td></tr></tbody></table></table-wrap><p>Hz frequency of the thermofluid pump, while <xref ref-type="fig" rid="fig5">Figure 5</xref> and <xref ref-type="fig" rid="fig6">Figure 6</xref> show respectively the fast and the slower cooling curves.</p><p>The phase change within the three tubes, and within each tube, does not occur simultaneously, <xref ref-type="fig" rid="fig4">Figure 4</xref>. According to the results obtained, the first points where the phase change occurs are in tube 2, more precisely, the first thermocouple to detect the phase change is T21. This can be justified by the fact that heat transfer is increased due to the wake caused by tube 3, where the tube is located. Since thermocouple T21 is at a higher elevation within the tube, it may be the result of natural convection as the material melts near the walls of the tube, and consequently rises to the top, thus causing an increase in temperature. This is followed by the change in some parts of tube 3, as this is the tube that receives the first contact with the thermofluid, and finally, tube 1.</p><p>In tube 1, the first location where the phase change occurs is T12. Since this is in the central location of the tube, a possible justification is that there is greater flow stability of the thermofluid, which results in an equitable distribution of energy over the available heat transfer area.</p><p>As far as cooling is concerned, <xref ref-type="fig" rid="fig5">Figure 5</xref>, the phase changes do not follow the same sequences as in heating, although the differences are only in the order of change in a few thermocouples. This may be caused by the reduced mass flow rate of the circulating thermofluid. Thus at the inlet of the test exchanger the jet effect is much smaller, affecting the heat exchange within it. The first thermocouple to detect the change is the T21 thermocouple, which is located in the center pipe of the exchanger. This is followed by the thermocouples in tubes 3 and 1, and the last thermocouple to record the change is thermocouple T13, which is located at a lower elevation of tube 1.</p><p>The cooling process is faster, since the power of the cooling exchanger (29 kW) used in the installation is much higher than the power of the heater (2 kW). It must be stressed that the pump frequency does not significantly affect the temperature evolutions, reason why only plots for a thermofluid pump frequency of 50 Hz are shown. <xref ref-type="fig" rid="fig6">Figure 6</xref> shows the slow cooling process.</p><p>Figures 7-9 are the evolutions of the overall heat transfer coefficient U, the heat transfer coefficient inside the phase change material h<sub>int</sub> and also the heat transfer coefficient on the thermofluid side h<sub>ext</sub>. In order to calculate these parameters, Equations (1) to (4) were used.</p><p><xref ref-type="fig" rid="fig7">Figure 7</xref> shows the evolution of the overall heat transfer coefficient over the heating cycle. The overall heat transfer coefficient remains more or less constant, however there is a variation during the phase change and then increases again. This increase is due to convection effects taking phase in the melted material. On the other end, the overall heat transfer coefficient depends on the thermal conductivity of the phase change material, and it decreases with increasing temperature. However, the convection influence on the liquefied PCM is more important.</p><p>In the cooling process, <xref ref-type="fig" rid="fig8">Figure 8</xref> and <xref ref-type="fig" rid="fig9">Figure 9</xref>, the overall heat transfer coefficient is highest at the beginning of the process, since the phase change material is molten and convection effects predominate. Thereafter this coefficient decreases and becomes almost constant. The slower cooling, <xref ref-type="fig" rid="fig9">Figure 9</xref>, does not show much difference from cooling at the rate of 5 l/min.</p><p>In Figures 7-9, the red line indicated by the reference T12 represents the time evolution of the PCM temperature measured with the thermocouple T12, as indicated in <xref ref-type="fig" rid="fig3">Figure 3</xref>. Information on the time evolution of the thermofluid temperature, at the entrance of the test heat exchanger, during the experiments, can be found elsewhere [<xref ref-type="bibr" rid="scirp.121427-ref17">17</xref>].</p><p>The average global heat transfer values for the D-mannitol experiments are shown in <xref ref-type="table" rid="table5">Table 5</xref>.</p><p><xref ref-type="fig" rid="fig1">Figure 1</xref>0 and <xref ref-type="fig" rid="fig1">Figure 1</xref>1 show the evolutions obtained for tube 1 for the heating and cooling processes. As can be seen, this coefficient also presents some variation, however it follows a clear tendency to increase during the heating process and decrease during the cooling process. As already referred, two cooling processes were adopted. One with a constant flow rate for the cooling water at 5 l/s, and a slower cooling, starting with a cooling water flow rate of 5 l/s which, after about 20 min, was changed to 3 l/s. In <xref ref-type="fig" rid="fig1">Figure 1</xref>2 this slower cooling can be observed and it is noticed that the process is a little more unstable than the faster cooling.</p><p>Figures 13-15 show the evolution of the heat transfer coefficient in the phase change material, in heating, cooling and slower cooling, respectively.</p><p><xref ref-type="table" rid="table5">Table 5</xref> shows the average values of the heat transfer coefficients ( U &#175; , h &#175; e x t and h &#175; i n t ) for the D-mannitol experiments. These values comprise only the phase change interval.</p><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Average values of heat transfer coefficients using D-mannitol</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Frequency [Hz]</th><th align="center" valign="middle" >Process</th><th align="center" valign="middle" >Pipe</th><th align="center" valign="middle" >U &#175; [W/(m<sup>2</sup>K)]</th><th align="center" valign="middle" >h &#175; e x t [W/(m<sup>2</sup>K)]</th><th align="center" valign="middle" >h &#175; i n t [W/(m<sup>2</sup>K)]</th></tr></thead><tr><td align="center" valign="middle"  rowspan="9"  >35</td><td align="center" valign="middle"  rowspan="3"  >Heating</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >192</td><td align="center" valign="middle" >6324</td><td align="center" valign="middle" >228</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >331</td><td align="center" valign="middle" >49,741</td><td align="center" valign="middle" >385</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >241</td><td align="center" valign="middle" >49,567</td><td align="center" valign="middle" >277</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >Cooling</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >239</td><td align="center" valign="middle" >2117</td><td align="center" valign="middle" >314</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >230</td><td align="center" valign="middle" >11,717</td><td align="center" valign="middle" >271</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >239</td><td align="center" valign="middle" >13,281</td><td align="center" valign="middle" >252</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >Slow cooling</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >225</td><td align="center" valign="middle" >1888</td><td align="center" valign="middle" >300</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >212</td><td align="center" valign="middle" >7375</td><td align="center" valign="middle" >254</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >234</td><td align="center" valign="middle" >7374</td><td align="center" valign="middle" >289</td></tr><tr><td align="center" valign="middle"  rowspan="9"  >50</td><td align="center" valign="middle"  rowspan="3"  >Heating</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >540</td><td align="center" valign="middle" >37,900</td><td align="center" valign="middle" >641</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >265</td><td align="center" valign="middle" >175,799</td><td align="center" valign="middle" >306</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >204</td><td align="center" valign="middle" >12,992</td><td align="center" valign="middle" >231</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >Cooling</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >390</td><td align="center" valign="middle" >3219</td><td align="center" valign="middle" >451</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >383</td><td align="center" valign="middle" >12,885</td><td align="center" valign="middle" >463</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >399</td><td align="center" valign="middle" >12,885</td><td align="center" valign="middle" >484</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >Slow cooling</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >271</td><td align="center" valign="middle" >2420</td><td align="center" valign="middle" >360</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >265</td><td align="center" valign="middle" >16,828</td><td align="center" valign="middle" >317</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >274</td><td align="center" valign="middle" >16,827</td><td align="center" valign="middle" >329</td></tr></tbody></table></table-wrap><p>For D-mannitol the average value of the overall heat transfer obtained was 285 W/(m<sup>2</sup>K), for the heat transfer coefficient in the phase change material the obtained value was 340 W/(m<sup>2</sup>K) and for the heat transfer coefficient on the thermofluid side it was 24,507 W/(m<sup>2</sup>K). These values compare well with the equivalent values obtained by Rocha et al. [<xref ref-type="bibr" rid="scirp.121427-ref17">17</xref>], for the same PCM.</p></sec><sec id="s3_2"><title>3.2. Experimental Results for Adipic Acid</title><p>The total mass encapsulated in the exchanger three tubes is now 1.36 kg. This mass is equally distributed over the three tubes. For this mass, the thermal energy absorbed and released in the phase change process by adipic acid (h<sub>sl</sub>= 275 kJ/kg) is 373 kJ.</p><p>As with D-mannitol, the experimental tests were run at two different motor pump frequencies, 35 Hz and 50 Hz. From <xref ref-type="table" rid="table6">Table 6</xref> it can be concluded that for a higher power supply frequency, the circulating flow rate is higher, as verified in the case of D-mannitol, and is also lower during the cooling process.</p><p>Similarly to the experiments with D-mannitol, tests comprising heating and</p><table-wrap id="table6" ><label><xref ref-type="table" rid="table6">Table 6</xref></label><caption><title> Average mass flow rate for the adipic acid experiments</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Frequency [Hz]</th><th align="center" valign="middle" >Process</th><th align="center" valign="middle" >m ˙ [kg/s]</th><th align="center" valign="middle" >Re<sub>D</sub></th></tr></thead><tr><td align="center" valign="middle"  rowspan="3"  >35</td><td align="center" valign="middle" >Heating</td><td align="center" valign="middle" >0.367</td><td align="center" valign="middle" >643</td></tr><tr><td align="center" valign="middle" >Cooling</td><td align="center" valign="middle" >0.226</td><td align="center" valign="middle" >81</td></tr><tr><td align="center" valign="middle" >Slow cooling</td><td align="center" valign="middle" >0.297</td><td align="center" valign="middle" >98</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >50</td><td align="center" valign="middle" >Heating</td><td align="center" valign="middle" >0.472</td><td align="center" valign="middle" >722</td></tr><tr><td align="center" valign="middle" >Cooling</td><td align="center" valign="middle" >0.380</td><td align="center" valign="middle" >112</td></tr><tr><td align="center" valign="middle" >Slow cooling</td><td align="center" valign="middle" >0.365</td><td align="center" valign="middle" >110</td></tr></tbody></table></table-wrap><p>cooling of adipic acid were performed. Thus, heating was always done at the same rate, while cooling in one trial was done at a rate of 5 l/min, and in another trial, after the initial 20 min at a rate of 5 l/min, it was changed to 3 l/min. The thermofluid operating temperature range for the heating and cooling tests were the same as for the D-mannitol.</p><p>Observing <xref ref-type="fig" rid="fig1">Figure 1</xref>6 below, which concerns the heating of adipic acid at a frequency of 50 Hz, one can see that the phase change occurs initially in tube 3, and the thermocouple that detects this change is T31, followed by tubes 2 and 1, at thermocouples in the same position, T21 and T11. Then the phase change occurs in the center of the heat exchanger, at thermocouples T32 and T22. The last thermocouple to detect the phase change is T23. In this situation, the phase changes occur first at position 1 of each tube, at the highest elevation, followed by the middle position, position 2 and finally at the lowest elevation, position 3.</p><p>For the cooling experiments, <xref ref-type="fig" rid="fig1">Figure 1</xref>7 and <xref ref-type="fig" rid="fig1">Figure 1</xref>8, the sequence with which the phase change occurs in the different thermocouples is roughly the same. The first and last thermocouples to detect the change are also T31 and T23, respectively. In this situation, the phase changes also occur initially in position 1 of each tube, which corresponds to the thermocouples at the highest level of the test heat exchanger, always starting in tube 3, then in tube 2 and finally in tube 1. Then the same occurs in position two, also starting in tube 3, then 2 and 1. Finally, the phase change occurs in position 3, which corresponds to the lowest level of the heat exchanger. The first tube where the phase change occurs is tube 3, then tube 1 and finally tube 2.</p><p>When a slower cooling was performed, <xref ref-type="fig" rid="fig1">Figure 1</xref>8, the phase changes do not occur in the same way. The first thermocouple to detect the change is T31, followed by T21, as in the cases analyzed above. Next comes thermocouple T32, and only then does the first change occurs in tube 1, at thermocouple T11. The last thermocouple to detect the phase change is T13.</p><p>Following the same logic used in the analysis of the D-mannitol tests, the heat transfer coefficients obtained are presented next. These are the overall heat transfer coefficient U, the heat transfer coefficient inside the adipic acid h<sub>int</sub>, and the heat transfer coefficient on the thermofluid side h<sub>ext</sub>. The same considerations used previously for D-mannitol were adopted, and it is again assumed that</p><p>the heat energy transfer has a uniform distribution across the three tubes of the test exchanger.</p><p>The heat transfer coefficients were calculated based on the T12 thermocouple, as this is the thermocouple that is located in the center of the tube, and tube 1 is considered to be the location where the flow is the most stable. The external temperatures recorded by the thermocouple Tpar1, <xref ref-type="fig" rid="fig3">Figure 3</xref>, were considered the temperature at the wall of the tube.</p><p>Figures 19-21 show the time evolution of the overall heat transfer coefficient U, for the heating and cooling phases.</p><p>Similarly as found for D-mannitol, the overall heat transfer coefficient decreases at the beginning of heating, <xref ref-type="fig" rid="fig1">Figure 1</xref>9. Although there is no concrete data in the literature about the variation of the thermal conductivity coefficient of adipic acid, it can be admitted that a similar behavior is as seen in D-mannitol. Thus, it is concluded that there is a clear indication that the thermal conductivity of adipic acid, analogous to the case of D-mannitol, also decreases with increasing temperature. As the heating cycle proceeds, the overall heat transfer coefficient increases, as the effects of convection currents begin to predominate.</p><p>Regarding cooling, <xref ref-type="fig" rid="fig2">Figure 2</xref>0 and <xref ref-type="fig" rid="fig2">Figure 2</xref>1, the overall heat transfer coefficient shows high values since the material is in the liquid phase, and the effects of convection currents are noticeable. Beyond the point of phase change, the global heat transfer coefficient decreases and stabilizes</p><p>Figures 22-24 show the heat transfer coefficient evolution on the thermofluid side for a 50 Hz pump frequency. The data obtained in both heating and cooling show large variations, since the flow is irregular due to the impossibility of adding a stabilizing device, or increasing the inlet length of the test exchanger. It is observed, in the case of heating, that the trend of the heat transfer coefficient on the thermofluid side undergoes little change, remaining almost constant, <xref ref-type="fig" rid="fig2">Figure 2</xref>2.</p><p>At the beginning of cooling, the heat transfer coefficient on the thermal fluid side is high. In both cases, the coefficient oscillates, becoming more pronounced for faster cooling, but in the final part of the cooling process it tends to remain constant, <xref ref-type="fig" rid="fig2">Figure 2</xref>3 and <xref ref-type="fig" rid="fig2">Figure 2</xref>4.</p><p>Concerning the heat transfer coefficient in the phase change material, Figures 25-27, they present respectively the time evolution of this coefficient during heating, faster cooling and slower cooling.</p><p><xref ref-type="table" rid="table7">Table 7</xref> shows the average heat transfer coefficient values ( U &#175; , h &#175; e x t and h &#175; i n t ) for adipic acid. These values are relative to the phase change interval.</p><p>From these adipic acid tests, the average value of the overall heat transfer obtained was 1008 W/(m<sup>2</sup>K), of the heat transfer coefficient in the phase change material was 1320 W/(m<sup>2</sup>K) and of the heat transfer coefficient on the thermofluid side was 38,720 W/(m<sup>2</sup>K).</p><table-wrap id="table7" ><label><xref ref-type="table" rid="table7">Table 7</xref></label><caption><title> Average values of heat transfer coefficients using adipic acid</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Frequency [Hz]</th><th align="center" valign="middle" >Process</th><th align="center" valign="middle" >Pipe</th><th align="center" valign="middle" >U &#175; [W/(m<sup>2</sup>K)]</th><th align="center" valign="middle" >h &#175; e x t [W/(m<sup>2</sup>K)]</th><th align="center" valign="middle" >h &#175; i n t [W/(m<sup>2</sup>K)]</th></tr></thead><tr><td align="center" valign="middle"  rowspan="9"  >35</td><td align="center" valign="middle"  rowspan="3"  >Heating</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1114</td><td align="center" valign="middle" >32,814</td><td align="center" valign="middle" >1075</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >1787</td><td align="center" valign="middle" >92,621</td><td align="center" valign="middle" >1815</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >2699</td><td align="center" valign="middle" >92,621</td><td align="center" valign="middle" >3989</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >Cooling</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >382</td><td align="center" valign="middle" >3470</td><td align="center" valign="middle" >547</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >406</td><td align="center" valign="middle" >15,562</td><td align="center" valign="middle" >476</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >609</td><td align="center" valign="middle" >19,288</td><td align="center" valign="middle" >910</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >Slow cooling</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >337</td><td align="center" valign="middle" >3542</td><td align="center" valign="middle" >458</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >393</td><td align="center" valign="middle" >28,661</td><td align="center" valign="middle" >539</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >581</td><td align="center" valign="middle" >28,661</td><td align="center" valign="middle" >734</td></tr><tr><td align="center" valign="middle"  rowspan="9"  >50</td><td align="center" valign="middle"  rowspan="3"  >Heating</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >174</td><td align="center" valign="middle" >16,966</td><td align="center" valign="middle" >199</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >271</td><td align="center" valign="middle" >33,867</td><td align="center" valign="middle" >312</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >650</td><td align="center" valign="middle" >33,867</td><td align="center" valign="middle" >517</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >Cooling</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >1446</td><td align="center" valign="middle" >16,259</td><td align="center" valign="middle" >2336</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >1530</td><td align="center" valign="middle" >30,793</td><td align="center" valign="middle" >1963</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >2234</td><td align="center" valign="middle" >44,549</td><td align="center" valign="middle" >3222</td></tr><tr><td align="center" valign="middle"  rowspan="3"  >Slow cooling</td><td align="center" valign="middle" >1</td><td align="center" valign="middle" >977</td><td align="center" valign="middle" >10,152</td><td align="center" valign="middle" >1150</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >1028</td><td align="center" valign="middle" >71,063</td><td align="center" valign="middle" >1293</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >1543</td><td align="center" valign="middle" >122,161</td><td align="center" valign="middle" >2174</td></tr></tbody></table></table-wrap></sec></sec><sec id="s4"><title>4. Conclusions</title><p>The studied materials, D-mannitol and adipic acid, present different phase change temperatures, namely 164˚C for D-mannitol and 152˚C for adipic acid. The facility available at the combustion laboratory of INEGI was used, which includes a test heat exchanger composed of a layer of three tubes, with an inclination of 5˚ with the horizontal, to ease up the PCM emptying procedure, where the phase change materials were inserted. Several heating/cooling cycles were performed in order to obtain heat transfer coefficients: overall, on the thermofluid side and finally in the phase change material.</p><p>When comparing the obtained values, the conclusion is that the heat transfer coefficients of adipic acid are much higher than those of D-mannitol. It is also clear, from the plots presented in the text, that slower cooling allows for more consistent results with fewer oscillations. However, the thermal resistance inside the phase change material is much higher than on the outside of the tubes, so the rate at which charging and discharging takes place are not influenced by the flow rate of the circulating oil around the tubes encapsulating the material</p><p>The effects of natural convection currents are important as they predominate after the melting of the material and consequently increase the heat transfer coefficients within the phase change material.</p></sec><sec id="s5"><title>Acknowledgements</title><p>The authors are thankful to the project SHIP (Compete 2020 and Portugal 2020) for the financial support of this work. The experiments were carried out at the laboratory of INEGI—Instituto de Ci&#234;ncia e Inova&#231;&#227;oem Engenharia Mec&#226;nica e Engenharia Industrial, an interface institute from the Faculty of Engineering of the University of Porto, Portugal.</p></sec><sec id="s6"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s7"><title>Cite this paper</title><p>Horbatyuk, U., Magalh&#227;es, A., Ferreira, V. and Pinho, C. (2022) Comparative Heat Transfer Data for Solid-Liquid Phase Change of D-Mannitol and Adipic Acid. Energy and Power Engineering, 14, 680-704. https://doi.org/10.4236/epe.2022.1411037</p></sec></body><back><ref-list><title>References</title><ref id="scirp.121427-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Fleischer, A.S. (2015) Thermal Energy Storage Using Phase Change Materials Fundamentals and Applications. 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