<?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">MSCE</journal-id><journal-title-group><journal-title>Journal of Materials Science and Chemical Engineering</journal-title></journal-title-group><issn pub-type="epub">2327-6045</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/msce.2021.96004</article-id><article-id pub-id-type="publisher-id">MSCE-110263</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Chemistry&amp;Materials Science</subject></subj-group></article-categories><title-group><article-title>
 
 
  Predicting Mass Transfer Extraction with Steam Flow, Applying Boundary-Layer Concepts
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jose</surname><given-names>Antonio Rocha-Uribe</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Laura</surname><given-names>Catalina Soto-Armenta</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Alfredo</surname><given-names>Raul Hernandez-Ruiz</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>Jorge</surname><given-names>Ciro Jimenez-Ocaña</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Campus Merida, Universidad del Valle de Mexico, Mérida, Mexico</addr-line></aff><aff id="aff3"><addr-line>Instituto Tecnológico de Tuxtla Gutiérrez, Tuxtla Gutiérrez, Mexico</addr-line></aff><aff id="aff1"><addr-line>Colegio de Bachilleres de Chiapas, Tuxtla Gutiérrez, Mexico</addr-line></aff><pub-date pub-type="epub"><day>29</day><month>06</month><year>2021</year></pub-date><volume>09</volume><issue>06</issue><fpage>46</fpage><lpage>58</lpage><history><date date-type="received"><day>26,</day>	<month>May</month>	<year>2021</year></date><date date-type="rev-recd"><day>27,</day>	<month>June</month>	<year>2021</year>	</date><date date-type="accepted"><day>30,</day>	<month>June</month>	<year>2021</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>
 
 
  Theory and concepts of boundary layer mass transfer is applied to correlate experimental data on extraction of essential oils from vegetable leaves and stems, using steam. From these theory, concepts and experimental data with seven systems, two correlations are developed to predict the Sherwood number and mass transfer coefficient as function of Reynolds and Schmidt numbers. From these equations, the molar flux, the amount of solute extracted, and the yield of extraction is predicted. A steam of higher temperature normally improves the mass transfer and the yield. A method to estimate the enhancement for temperature increase is proposed. The correlations developed are applied to a case with industrial size that was no part of the data for correlation generation. Theory may be applied for industrial applications.
 
</p></abstract><kwd-group><kwd>Boundary Layer</kwd><kwd> Essential Oil</kwd><kwd> Extraction</kwd><kwd> Yield</kwd><kwd> Steam Distillation</kwd><kwd> Mass Transfer Coefficient</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Essential oil from plants is used in food, pharmacy, and fragrance industries due to their organoleptic and biological properties associated with their natural characteristics. Leaves and stem from plants are the raw material for the extraction of the essential oil. The total extraction of essential oil from vegetal leaves is usually small than 5% and there are several methods to perform the extraction. Hydro distillation with water in contact with the plant [<xref ref-type="bibr" rid="scirp.110263-ref1">1</xref>], steam distillation, with steam (but not water) contacting the plant, mechanical pressure (squeezing) [<xref ref-type="bibr" rid="scirp.110263-ref2">2</xref>], soxhlet extraction with organic solvents [<xref ref-type="bibr" rid="scirp.110263-ref3">3</xref>], extraction with supercritical solvents like CO<sub>2</sub>, and microwave extraction [<xref ref-type="bibr" rid="scirp.110263-ref4">4</xref>].</p><p>The extraction of essential oil by steam distillation uses a cylindrical column filled with vegetal leaves and stems. The steam flow through the leaves and stems, first heating them and then dissolving on it the essential oil, and taking out from the column with the flowing steam. The flowing steam that leaves the column is passing to a condenser where the oil and water usually form two different liquid phases and are separated in equipment called Florentine. <xref ref-type="fig" rid="fig1">Figure 1</xref> shows a scheme of a steam distillation system and a typical diagram from experimental results taken from Cerpa’s Dissertation [<xref ref-type="bibr" rid="scirp.110263-ref5">5</xref>].</p><p>The experimental data of yield versus time of <xref ref-type="fig" rid="fig1">Figure 1</xref>(b) is modeled, by example with Xavier et al. [<xref ref-type="bibr" rid="scirp.110263-ref6">6</xref>] approach, using the mechanistic model proposed by Cerpa, Mato and Cocero [<xref ref-type="bibr" rid="scirp.110263-ref7">7</xref>], or some other.</p><p>In this manuscript, the final yield is modeled by using the concepts of boundary layer that were developed first for fluid flow by Ludwig Prandtl in 1904 who develop the first differential equations to model the hydraulic phenomena. Blausius helps to solve the mathematical model. Prandtl and other researchers began to apply it to heat transfer, Chilton-Coulburn and Guilliland-Sherwood applied it to mass transfer. Latter Bird Stewart and Lightfoot developed the concept of transport phenomena. This lead to apply the boundary layer theory to experimental and industrial cases, help the field of applied chemistry to be converted on chemical engineering and get maturity as science and engineering.</p><p>Chemical engineering applies the boundary layer concepts to correlate experimental data on flow of fluids, heat transfer, and mass transfer, as function of dimensionless numbers.</p><p>For mass transfer: Reynolds R e = U e f ρ V D c μ V , Schmidt S c = μ V ρ V D A B , and Sherwood S h = k C D C D A B . Basically:</p><p>S h = α 1 R e D c α 2 S c V α 3 (1)</p><p>Several series of experimental and reported data is used to get variation on</p><p>operational, physical properties, and geometrical parameters, to generate correlations to predict Sherwood number., and to calculate mass transfer, and yield of extraction.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Experimental Reported Data Used</title><p><xref ref-type="table" rid="table1">Table 1</xref> shows the systems used.</p></sec><sec id="s2_2"><title>2.2. Boundary Layer Concept Applied to Mass Transfer</title><p>(Taken from [<xref ref-type="bibr" rid="scirp.110263-ref8">8</xref>] ) A concentration gradient is formed together to the hydrodynamic and thermal one. Let C<sub>AO</sub> be the concentration of the incoming flow to a plate made of a solid that is soluble in the liquid. C<sub>AO</sub> will be the concentration also at core of the flow, far from the plate. When the liquid is in contact with the plate the equilibrium is reached instantaneously at the interface liquid-solid. The concentration of A at the fluid, at the plane of contact with the solid surface will be that of saturation (C<sub>As</sub> = C<sub>Ai</sub>). The mass molecular diffusion at y direction will set that the concentration gradient be growing when the liquid advance in x.</p><p>Authors or researchers from <xref ref-type="table" rid="table1">Table 1</xref>, report the dynamic (yield versus time). In this study only the final yield is correlated with physical properties, geometrical characteristics, and operational parameters. Defining the variable γ = C A i − C A (analogous to temperature in excess), the concentration gradient will be that of <xref ref-type="fig" rid="fig2">Figure 2</xref>. The dotted line is laminar underlayer.</p><p>The edge of the concentration boundary layer is then the geometric place where γ A = 0.99 γ A o , being γ A o = C A i − C A o the maximum value de γ.</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Characteristics of the studied systems</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Author(s)</th><th align="center" valign="middle" >Journal</th><th align="center" valign="middle" >Plant</th><th align="center" valign="middle" >Solute</th><th align="center" valign="middle" >Dc (m)</th><th align="center" valign="middle" >Zc (m)</th><th align="center" valign="middle" >Q<sub>V</sub> (L/h)</th></tr></thead><tr><td align="center" valign="middle" >Cerpa et al. 2007, 2008 [<xref ref-type="bibr" rid="scirp.110263-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.110263-ref7">7</xref>]</td><td align="center" valign="middle" >Ph.D. (2007) Dissertation, AIChE J. 2008</td><td align="center" valign="middle" >Lavender</td><td align="center" valign="middle" >Linalool and linalyl acetate</td><td align="center" valign="middle" >0.35</td><td align="center" valign="middle" >0.42</td><td align="center" valign="middle" >0.6 - 2.10</td></tr><tr><td align="center" valign="middle" >Masango, 2005 [<xref ref-type="bibr" rid="scirp.110263-ref9">9</xref>]</td><td align="center" valign="middle" >J. of Cleaner Production</td><td align="center" valign="middle" >Artemisia</td><td align="center" valign="middle" >Camphor-L</td><td align="center" valign="middle" >0.09</td><td align="center" valign="middle" >0.34</td><td align="center" valign="middle" >0.15 - 1.19</td></tr><tr><td align="center" valign="middle" >Soto-Armenta et al. 2017 [<xref ref-type="bibr" rid="scirp.110263-ref10">10</xref>]</td><td align="center" valign="middle" >J. of Essential Oil Bearing Plants</td><td align="center" valign="middle" >Lippia graveolens (oregano)</td><td align="center" valign="middle" >Carvacrol and Thymol</td><td align="center" valign="middle" >0.10</td><td align="center" valign="middle" >0.76</td><td align="center" valign="middle" >1.4 - 6.98</td></tr><tr><td align="center" valign="middle" >Malekydozzadeh, 2012 [<xref ref-type="bibr" rid="scirp.110263-ref11">11</xref>]</td><td align="center" valign="middle" >Iranian J. of Chem. Eng.</td><td align="center" valign="middle" >Rosemary</td><td align="center" valign="middle" >a-pynene, 1, 8 Cineole, Camphor</td><td align="center" valign="middle" >0.06</td><td align="center" valign="middle" >0.20</td><td align="center" valign="middle" >240 - 420</td></tr><tr><td align="center" valign="middle" >Roautby et al. 2007 [<xref ref-type="bibr" rid="scirp.110263-ref12">12</xref>]</td><td align="center" valign="middle" >J. of food Engineering</td><td align="center" valign="middle" >Thyme</td><td align="center" valign="middle" >Thymol P Cymene</td><td align="center" valign="middle" >0.02</td><td align="center" valign="middle" >0.10</td><td align="center" valign="middle" >2678 - 4179</td></tr><tr><td align="center" valign="middle" >Romdhane and Tizaoui, 2005 [<xref ref-type="bibr" rid="scirp.110263-ref13">13</xref>]</td><td align="center" valign="middle" >J. of Chemical Technology and biotechnology</td><td align="center" valign="middle" >Aniseed</td><td align="center" valign="middle" >Anethol</td><td align="center" valign="middle" >0.26</td><td align="center" valign="middle" >0.90</td><td align="center" valign="middle" >7318</td></tr><tr><td align="center" valign="middle" >Ozek, 2012 [<xref ref-type="bibr" rid="scirp.110263-ref14">14</xref>]</td><td align="center" valign="middle" >Record of Natural Products</td><td align="center" valign="middle" >Laurel</td><td align="center" valign="middle" >1.8 cineole</td><td align="center" valign="middle" >0.68</td><td align="center" valign="middle" >1.36</td><td align="center" valign="middle" >44,143 - 88,830</td></tr></tbody></table></table-wrap><p>The continuity equation for A, if density ρ, and diffusivity D<sub>AB</sub> are constant, is:</p><p>υ x ∂ γ A ∂ x + υ y ∂ γ A ∂ y = D A B ( ∂ 2 γ A ∂ y 2 ) (2)</p><p>It has as boundary conditions: γ A ( x = 0 , y ) = γ A o ; γ A ( x , y = 0 ) = 0 ; γ A ( x , y = ∞ ) = γ A o <sub> </sub></p><p>That is similar to the one Blasius solved, but now for mass transfer. The dependent variable is now ∅ = γ A γ A o = C A i − C A C A i − C A o that is function of the dimensionless variable η = y x R e x .</p><p>If it is desired a mathematical expression for the flux of A at the solid surface (N<sub>A</sub> in kmol/m<sup>2</sup>/s), it is needed to use Fick’s law to obtain</p><p>N A , x = 0.332 D A B ( C A i − C A o ) R e x x (3)</p><p>Integrating over the plate length</p><p>N A = 0.664 D A B ( C A i − C A o ) L R e L (4)</p><p>By analogy to the thermal boundary layer, the Schmidt number relates the diffusivities of mass and momentum, giving:</p><p>S c ≡ ν D A B = μ ρ D A B (5)</p><p>Equation (4) is valid only if Sc= 1. For the cases with Sc ≠ 1 it is necessary to introduce an experimental correction factor Sc<sup>1/3</sup></p><p>N A = 0.664 D A B ( C A i − C A o ) L R e L S c 1 / 3 (6)</p><p>Equation (6) has been experimentally tested.</p></sec><sec id="s2_3"><title>2.3. Mass Transfer Coefficient</title><p>Equation (6) allows the calculation of the rate of mass transfer for molecular diffusion at forced convection for laminar flow. If the flow is turbulent or the geometry of the system is complex, as is the case in many practical cases. For this case it is necessary to use the mass transfer coefficient, defined by Equation (7):</p><p>k c ≡ N A Δ C A = N A C A i − C A o (7)</p><p>Applying Equation (6) on Equation (7) we get:</p><p>k c = 0.664 D A B R e L L S c 1 / 3 (8)</p><p>This equation may be arranged and it provide the Sherwood dimensionless number:</p><p>S h = k c L D A B = 0.664 R e L S c 1 / 3 (9)</p><p>Sh is the Sherwood number, counterpart of Nusselt number in heat transfer. At turbulent flow, and for complex geometrical systems the mass transfer coefficient k<sub>C</sub>, will be empirical.</p></sec><sec id="s2_4"><title>2.4. Application to Extraction with Steam Flow</title><p>From the reported data with the sources given in <xref ref-type="table" rid="table1">Table 1</xref>, we may calculate the amount of mass extracted with m<sub>extracted</sub> = m<sub>o</sub> yieldx 100 (kg) and convert it to kmol dividing it between the molecular weight of the solute extracted. Then the flux of A (N<sub>A</sub>, kmol/m<sup>2</sup>/s) will be this kmol divided between the transversal area to flow and also divided by the residence time of the flow. This last parameter may be calculated dividing the volume (m<sup>3</sup>) of extractor between the volumetric flows of steam (m<sup>3</sup>/s).</p><p>A program was developed with Excel software and applied to each series of data in <xref ref-type="table" rid="table1">Table 1</xref>. C<sub>Ai</sub> is the concentration of solute at the surface of the vegetal leave (at y= 0). This may be taken as the solubility of the solute in kmol/m<sup>3</sup>. Because the steam does not contain solute: C<sub>Ao</sub> = 0. Then using Equation (7):</p><p>k c = N A C A i − C A o = kmol m 2 ⋅ s kmol m 3 = m s (10)</p><p>Then with physical properties, we calculate Sherwood number (k<sub>c</sub>D/D<sub>AB</sub>), and calculating Reynolds number R e = U e f d e n V D C v i s c V = m s ⋅ kg m 3 ⋅ m kg m ⋅ s and Schmidt number S c = v i s c d e n D A B = kg m ⋅ s kg m 3 ⋅ m 2 s and using a reasonable number of data points we can correlate coefficient and exponents (α<sub>1</sub>, α<sub>2</sub>, and α<sub>3</sub>).</p></sec><sec id="s2_5"><title>2.5. Physical Properties</title><p><xref ref-type="table" rid="table2">Table 2</xref> shows some of the physical properties used in the Excel program.</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Physical properties of solutes that dissolves into steam</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Author(s)</th><th align="center" valign="middle" >Solute</th><th align="center" valign="middle" >Density (kg/m<sup>3</sup>)</th><th align="center" valign="middle" >Viscosity (kg/m/s)</th><th align="center" valign="middle" >Diffusivity (m<sup>2</sup>/s)</th><th align="center" valign="middle" >Molecular weight (kg/kmol)</th><th align="center" valign="middle" >Solubility (kmol/m<sup>3</sup>)</th></tr></thead><tr><td align="center" valign="middle" >Cerpa et al. 2007, 2008 [<xref ref-type="bibr" rid="scirp.110263-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.110263-ref7">7</xref>]</td><td align="center" valign="middle" >Linalool and linalyl acetate</td><td align="center" valign="middle" >0.555</td><td align="center" valign="middle" >1.32E−5</td><td align="center" valign="middle" >1.10E−5</td><td align="center" valign="middle" >175</td><td align="center" valign="middle" >0.080000</td></tr><tr><td align="center" valign="middle" >Masango, 2005 [<xref ref-type="bibr" rid="scirp.110263-ref9">9</xref>]</td><td align="center" valign="middle" >Camphor-L</td><td align="center" valign="middle" >0.555</td><td align="center" valign="middle" >1.32E−5</td><td align="center" valign="middle" >1.17E−5</td><td align="center" valign="middle" >152</td><td align="center" valign="middle" >0.080000</td></tr><tr><td align="center" valign="middle" >Soto-Armenta et al. 2017 [<xref ref-type="bibr" rid="scirp.110263-ref10">10</xref>] .</td><td align="center" valign="middle" >Carvacrol and Thymol</td><td align="center" valign="middle" >0.555</td><td align="center" valign="middle" >1.32E−5</td><td align="center" valign="middle" >1.18E−5</td><td align="center" valign="middle" >150</td><td align="center" valign="middle" >0.007160</td></tr><tr><td align="center" valign="middle" >Malekydozzadeh, 2012 [<xref ref-type="bibr" rid="scirp.110263-ref11">11</xref>]</td><td align="center" valign="middle" >a-pynene, 1, 8 Cineole, Camphor</td><td align="center" valign="middle" >0.555</td><td align="center" valign="middle" >1.32E−5</td><td align="center" valign="middle" >1.17E−5</td><td align="center" valign="middle" >152</td><td align="center" valign="middle" >0.007600</td></tr><tr><td align="center" valign="middle" >Roautby et al. 2007 [<xref ref-type="bibr" rid="scirp.110263-ref12">12</xref>]</td><td align="center" valign="middle" >Thymol P Cymene</td><td align="center" valign="middle" >0.597 (100˚C) 4.515 (175˚C) 19.984 (250˚C)</td><td align="center" valign="middle" >1.30E−5 1.50E−5 1.80E−5</td><td align="center" valign="middle" >1.18E−5 1.63E−5 2.14E−5</td><td align="center" valign="middle" >148</td><td align="center" valign="middle" >0.005900 0.005900 0.005900</td></tr><tr><td align="center" valign="middle" >Romdhane and Tizaoui, 2005 [<xref ref-type="bibr" rid="scirp.110263-ref13">13</xref>]</td><td align="center" valign="middle" >Anethol</td><td align="center" valign="middle" >0.597</td><td align="center" valign="middle" >1.32E−5</td><td align="center" valign="middle" >9.06E−6</td><td align="center" valign="middle" >148</td><td align="center" valign="middle" >0.000750</td></tr><tr><td align="center" valign="middle" >Ozek, 2012 [<xref ref-type="bibr" rid="scirp.110263-ref14">14</xref>]</td><td align="center" valign="middle" >1.8 cineole</td><td align="center" valign="middle" >0.555</td><td align="center" valign="middle" >1.32E−5</td><td align="center" valign="middle" >1.16E−5</td><td align="center" valign="middle" >154</td><td align="center" valign="middle" >0.000023</td></tr></tbody></table></table-wrap><p>Density and viscosity were taken from [<xref ref-type="bibr" rid="scirp.110263-ref8">8</xref>], diffusivities were predicted withthe correlation of Fuller et al. [<xref ref-type="bibr" rid="scirp.110263-ref15">15</xref>]. Solubility was taken from PubChem, National Library of Medicine, Center for Biotechnology Information, that usually is expressed as mg or gr/liter. We convert it to kg and to kmol dividing between the molecular weight and converting the volume at the denominator to cubic meters.</p><p>Most of the experimental extraction with steam used atmospheric pressure and temperature of 100˚C. Only some data from Roautby et al. [<xref ref-type="bibr" rid="scirp.110263-ref12">12</xref>] and Rondhame and Tizaoui [<xref ref-type="bibr" rid="scirp.110263-ref13">13</xref>] were at temperature above 100˚C. These data were processed in a different Excel program, to get the effect of temperature over the yield of extraction.</p><p>In the general study, steam at 100˚C was used and the physical properties density and viscosity keep constant values. Diffusivity varies a little depending of the solute.</p><p>The exponent α<sub>3</sub> in Equation (1) keep a constant value of 1/3 or 0.33 for the Schmidt number in the hydrodynamic bounder layer as well as for the Prandtl thermal boundary. Then, here for mass transfer, we are going to take this exponent constant: α<sub>3</sub> = 0.33.</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><sec id="s3_1"><title>3.1. Results from Excel Program for T = 100˚C</title><p><xref ref-type="table" rid="table3">Table 3</xref> shows some of the results of the Excel program applied to the data at 100˚C. It is noted that the Reynolds number is less than unity for the systems of Cerpa et al. and Masango et al., and is bigger for all other systems, reaching values above 2000 for the systems of Roautby et al. and Ozek.</p><p><xref ref-type="fig" rid="fig3">Figure 3</xref> shows the plot of Ln(Sh/Sc<sup>(1/3)</sup>) versus Ln(Re<sub>Dc</sub>) obtained when α<sub>3</sub> = (1/3) for all data for the several systems used. From this data, Equation (11) provides the first correlation equation.</p><p>S h = α 1 R e D c α 2 S c α 3 = 0.2754 R e D c 1.5338 S c 0.333 (11)</p><p>If we pass the line at the intersection Sh/Sc<sup>0.33</sup> = 1.0 to get Re<sub>Dc</sub><sup> </sup>= 0, we get the equation y = 1.2964 x + 1 and from this equation we get the second correlation Equation (12). The prediction with Equation (11) and Equation (12) is shown in <xref ref-type="fig" rid="fig4">Figure 4</xref>(a) and <xref ref-type="fig" rid="fig4">Figure 4</xref>(b). The two correlations may be considered limits for prediction.</p><p>S h = α 1 R e D c α 2 S c α 3 = 2.7182 R e D c 1.2964 S c 0.333 (12)</p></sec><sec id="s3_2"><title>3.2. Results for Temperature Increase</title><p>Rouatby et al. [<xref ref-type="bibr" rid="scirp.110263-ref12">12</xref>] studied the extraction of essential oil of thyme by superheated steam. They used steam temperatures of 100˚C, 175˚C, and 250˚C. They found that at higher temperatures the yield of extraction increases. Because the physical</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Parameters and mass transfer coefficient and exponent, from correlated data, for α<sub>3</sub> = 1/3</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Author(s)</th><th align="center" valign="middle" >Re<sub>Dc</sub></th><th align="center" valign="middle" >m<sub>A</sub> kg</th><th align="center" valign="middle" >N<sub>A</sub> kmol/m<sup>2</sup>/s</th><th align="center" valign="middle" >K<sub>c</sub> m/s</th><th align="center" valign="middle" >Sh<sub>α</sub><sub>1</sub><sub>α</sub><sub>2</sub>α<sub>1</sub>α<sub>2</sub></th><th align="center" valign="middle" >Sh<sub>α</sub><sub>1</sub><sub>α</sub><sub>2</sub>α<sub>1</sub>α<sub>2</sub></th><th align="center" valign="middle" >Sh<sub>α</sub><sub>1</sub><sub>α</sub><sub>2</sub>α<sub>1</sub>α<sub>2</sub></th></tr></thead><tr><td align="center" valign="middle" >Cerpa et al. 2007, 2008 [<xref ref-type="bibr" rid="scirp.110263-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.110263-ref7">7</xref>]</td><td align="center" valign="middle" >0.032/0.124</td><td align="center" valign="middle" >0.026/0.036</td><td align="center" valign="middle" >6.41E−9/ 3.09E−8</td><td align="center" valign="middle" >8.01E−8/ 3.86E−7</td><td align="center" valign="middle" >2.55E−3/ 1.23E−2</td><td align="center" valign="middle" >0.0801</td><td align="center" valign="middle" >1.0672</td></tr><tr><td align="center" valign="middle" >Masango, 2005 [<xref ref-type="bibr" rid="scirp.110263-ref9">9</xref>]</td><td align="center" valign="middle" >0.035/0.274</td><td align="center" valign="middle" >2.33E−4/ 7.13E−4</td><td align="center" valign="middle" >1.68E−8/ 4.34E−8</td><td align="center" valign="middle" >2.10E−7/ 5.43E−7</td><td align="center" valign="middle" >1.54E−3/ 3.99E−3</td><td align="center" valign="middle" >0.0057</td><td align="center" valign="middle" >0.4547</td></tr><tr><td align="center" valign="middle" >Soto-Armenta et al. 2017 [<xref ref-type="bibr" rid="scirp.110263-ref10">10</xref>]</td><td align="center" valign="middle" >0.288/1.440</td><td align="center" valign="middle" >3.92E−3/ 9.87E−3</td><td align="center" valign="middle" >4.69E−7/ 1.96E−6</td><td align="center" valign="middle" >6.54E−5/ 2.73E−4</td><td align="center" valign="middle" >5.55E−1/ 2.32E0</td><td align="center" valign="middle" >1.1763</td><td align="center" valign="middle" >0.6177</td></tr><tr><td align="center" valign="middle" >Malekydozzadeh, 2012 [<xref ref-type="bibr" rid="scirp.110263-ref11">11</xref>]</td><td align="center" valign="middle" >79.3/178.4</td><td align="center" valign="middle" >8.30E−4/ 1.55E−3</td><td align="center" valign="middle" >1.26E−4/ 5.63E−4</td><td align="center" valign="middle" >1.65E−2/ 7.41E−2</td><td align="center" valign="middle" >8.48E1/ 3.80E2</td><td align="center" valign="middle" >1.0550</td><td align="center" valign="middle" >1.0447</td></tr><tr><td align="center" valign="middle" >Roautby et al. [<xref ref-type="bibr" rid="scirp.110263-ref12">12</xref>]</td><td align="center" valign="middle" >2092.1/4525.7</td><td align="center" valign="middle" >0.000231/ 0.000420</td><td align="center" valign="middle" >5.54E−3/ 2.44E−1</td><td align="center" valign="middle" >1.80/ 78.6</td><td align="center" valign="middle" >1671.4/ 133,160.6</td><td align="center" valign="middle" >1.5600</td><td align="center" valign="middle" >1.2265</td></tr><tr><td align="center" valign="middle" >Romdhane and Tizaoui [<xref ref-type="bibr" rid="scirp.110263-ref13">13</xref>]</td><td align="center" valign="middle" >787.7/812.4</td><td align="center" valign="middle" >0.036/0.098</td><td align="center" valign="middle" >1.51E−4/ 3.51E−4</td><td align="center" valign="middle" >2.02E−1/ 4.69E−1</td><td align="center" valign="middle" >6.99E3/ 1.88E4</td><td align="center" valign="middle" >0.3470</td><td align="center" valign="middle" >1.3527</td></tr><tr><td align="center" valign="middle" >Ozek, 2012 [<xref ref-type="bibr" rid="scirp.110263-ref14">14</xref>]</td><td align="center" valign="middle" >1287.1/2590.1</td><td align="center" valign="middle" >0.350/1.380</td><td align="center" valign="middle" >2.73E−4/ 8.06E−4</td><td align="center" valign="middle" >12.0/35.5</td><td align="center" valign="middle" >7.04E5/ 2.08E6</td><td align="center" valign="middle" >1.201</td><td align="center" valign="middle" >1.8199</td></tr><tr><td align="center" valign="middle" >All prediction 1</td><td align="center" valign="middle" >0.032/4525.7</td><td align="center" valign="middle" >2.31E−4/ 1.38E0</td><td align="center" valign="middle" >6.41E−9/ 2.33E−1</td><td align="center" valign="middle" >8.01E−8/ 3.96E1</td><td align="center" valign="middle" >1.54E−3/ 2.08E6</td><td align="center" valign="middle" >0.2752</td><td align="center" valign="middle" >1.5338</td></tr><tr><td align="center" valign="middle" >All prediction 2</td><td align="center" valign="middle" >0.032/4525.7</td><td align="center" valign="middle" >2.31E−4/ 1.38E0</td><td align="center" valign="middle" >6.41E−9/ 2.33E−1</td><td align="center" valign="middle" >8.01E−8/ 3.96E1</td><td align="center" valign="middle" >1.54E−3/ 2.08E6</td><td align="center" valign="middle" >2.7182</td><td align="center" valign="middle" >1.2964</td></tr></tbody></table></table-wrap><p>properties changed, most of the parameters changed as well. <xref ref-type="table" rid="table4">Table 4</xref> shows some of the values obtained.</p><p>The last two rows of <xref ref-type="table" rid="table4">Table 4</xref> provide the ratio of the property or parameter at 175˚C/100˚C, and 250˚C/100˚C. When that ratio is unity, the values are similar for the three temperatures.</p><p>When the ratio is fractional, by example the volumetric flow of steam: Q 175 Q 100 = 0.132 means that the volumetric flow rate of steam at 175˚C is 0.132 times the volumetric flow rate at 100˚C. This happen because the density of steam at 175˚C is 7.56 times higher than at 100˚C.</p><p>For the flow at 250˚C the ratio is Q 250 Q 100 = 0.030 this means that the flow rate of steam at 250˚C is about 3% of the volumetric flow rate of steam at 100˚C.</p><p>When the ratio is higher than unity, by example Y 175 Y 100 = 1.205 this means that the yield of extraction is 1.205 higher at 175˚C than at 100˚C.</p><p>Note that the superficial and effective velocities are higher at low temperatures (100˚C) than at 175˚C or 250˚C, residence time, density, viscosity, diffusivity, and the mass extracted are higher for bigger temperatures. Reynolds, Schmidt,</p><table-wrap-group id="4"><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Some values for Data of Roautby et al. [<xref ref-type="bibr" rid="scirp.110263-ref12">12</xref>] for the extraction of thyme leaves</title></caption><table-wrap id="4_1"><caption><title> (b)</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Roautby et al. [<xref ref-type="bibr" rid="scirp.110263-ref12">12</xref>]</th><th align="center" valign="middle" >min</th><th align="center" valign="middle" >sec</th><th align="center" valign="middle" >m</th><th align="center" valign="middle" >m</th><th align="center" valign="middle" >m<sup>3</sup>/m<sup>3</sup></th><th align="center" valign="middle" >kg</th><th align="center" valign="middle" >m<sup>3</sup>/s</th><th align="center" valign="middle" >%</th></tr></thead><tr><td align="center" valign="middle" >t<sub>min</sub></td><td align="center" valign="middle" >t</td><td align="center" valign="middle" >D<sub>c</sub></td><td align="center" valign="middle" >Z</td><td align="center" valign="middle" >E</td><td align="center" valign="middle" >M<sub>o</sub></td><td align="center" valign="middle" >Q</td><td align="center" valign="middle" >Y</td></tr><tr><td align="center" valign="middle" >m = 1.6 k/h, Q = 0.000744, 100˚C</td><td align="center" valign="middle" >40.0</td><td align="center" valign="middle" >2400.00</td><td align="center" valign="middle" >0.020000</td><td align="center" valign="middle" >0.10</td><td align="center" valign="middle" >0.750</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.000744</td><td align="center" valign="middle" >3.30</td></tr><tr><td align="center" valign="middle" >m = 2.5, Q = 0.001163, 100˚C</td><td align="center" valign="middle" >40.0</td><td align="center" valign="middle" >2400.00</td><td align="center" valign="middle" >0.020000</td><td align="center" valign="middle" >0.10</td><td align="center" valign="middle" >0.750</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.001161</td><td align="center" valign="middle" >4.20</td></tr><tr><td align="center" valign="middle" >m = 1.6 k/h, Q = 0.000098, 175˚C</td><td align="center" valign="middle" >40.0</td><td align="center" valign="middle" >2400.00</td><td align="center" valign="middle" >0.020000</td><td align="center" valign="middle" >0.10</td><td align="center" valign="middle" >0.750</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.000098</td><td align="center" valign="middle" >4.10</td></tr><tr><td align="center" valign="middle" >m = 2.5, Q = 0.000153, 175˚C</td><td align="center" valign="middle" >40.0</td><td align="center" valign="middle" >2400.00</td><td align="center" valign="middle" >0.020000</td><td align="center" valign="middle" >0.10</td><td align="center" valign="middle" >0.750</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.000153</td><td align="center" valign="middle" >4.90</td></tr><tr><td align="center" valign="middle" >m = 1.6 k/h, Q = 0.000022, 250˚C</td><td align="center" valign="middle" >40.0</td><td align="center" valign="middle" >2400.00</td><td align="center" valign="middle" >0.020000</td><td align="center" valign="middle" >0.10</td><td align="center" valign="middle" >0.750</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.000022</td><td align="center" valign="middle" >5.00</td></tr><tr><td align="center" valign="middle" >m = 2.5, Q = 0.000034, 250˚C</td><td align="center" valign="middle" >40.0</td><td align="center" valign="middle" >2400.00</td><td align="center" valign="middle" >0.020000</td><td align="center" valign="middle" >0.10</td><td align="center" valign="middle" >0.750</td><td align="center" valign="middle" >0.007</td><td align="center" valign="middle" >0.000034</td><td align="center" valign="middle" >6.00</td></tr><tr><td align="center" valign="middle" >x<sub>5</sub>/x<sub>3</sub></td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.132</td><td align="center" valign="middle" >1.242</td></tr><tr><td align="center" valign="middle" >x<sub>7</sub>/x<sub>3</sub></td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.030</td><td align="center" valign="middle" >1.515</td></tr><tr><td align="center" valign="middle" >x<sub>6</sub>/x<sub>4</sub></td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.132</td><td align="center" valign="middle" >1.167</td></tr><tr><td align="center" valign="middle" >x<sub>8</sub>/x<sub>4</sub></td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.029</td><td align="center" valign="middle" >1.429</td></tr><tr><td align="center" valign="middle" >(x<sub>5</sub>/x<sub>3</sub> + x<sub>7</sub>/x<sub>3</sub>)/2</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.132</td><td align="center" valign="middle" >1.205</td></tr><tr><td align="center" valign="middle" >(X<sub>6</sub>/X<sub>4</sub> + X<sub>8</sub>/X<sub>4</sub>)/2</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.030</td><td align="center" valign="middle" >1.472</td></tr></tbody></table></table-wrap><table-wrap id="4_2"><caption><title> (c)</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >m<sup>2</sup></th><th align="center" valign="middle" >m<sup>3</sup></th><th align="center" valign="middle" >m/s</th><th align="center" valign="middle" >m/s</th><th align="center" valign="middle" >s</th><th align="center" valign="middle" >kg/m<sup>3</sup></th><th align="center" valign="middle" >kg/m/s</th><th align="center" valign="middle" >m<sup>2</sup>/s</th><th align="center" valign="middle" >kg/kmol</th><th align="center" valign="middle" >kmol/m<sup>3</sup></th></tr></thead><tr><td align="center" valign="middle" >A</td><td align="center" valign="middle" >V</td><td align="center" valign="middle" >Us</td><td align="center" valign="middle" >Uef</td><td align="center" valign="middle" >tR</td><td align="center" valign="middle" >den</td><td align="center" valign="middle" >vis</td><td align="center" valign="middle" >DAB</td><td align="center" valign="middle" >PMA</td><td align="center" valign="middle" >Cai-solub</td></tr><tr><td align="center" valign="middle" >0.000314</td><td align="center" valign="middle" >0.000031</td><td align="center" valign="middle" >2.368220</td><td align="center" valign="middle" >3.157627</td><td align="center" valign="middle" >0.042</td><td align="center" valign="middle" >0.597</td><td align="center" valign="middle" >1.30E−05</td><td align="center" valign="middle" >1.18E−05</td><td align="center" valign="middle" >1.42E+02</td><td align="center" valign="middle" >0.003</td></tr><tr><td align="center" valign="middle" >0.000314</td><td align="center" valign="middle" >0.000031</td><td align="center" valign="middle" >3.695569</td><td align="center" valign="middle" >4.927426</td><td align="center" valign="middle" >0.027</td><td align="center" valign="middle" >0.597</td><td align="center" valign="middle" >1.30E−05</td><td align="center" valign="middle" >1.18E−05</td><td align="center" valign="middle" >1.42E+02</td><td align="center" valign="middle" >0.003</td></tr><tr><td align="center" valign="middle" >0.000314</td><td align="center" valign="middle" >0.000031</td><td align="center" valign="middle" >0.313216</td><td align="center" valign="middle" >0.417622</td><td align="center" valign="middle" >0.319</td><td align="center" valign="middle" >4.515</td><td align="center" valign="middle" >1.50E−05</td><td align="center" valign="middle" >1.63E−05</td><td align="center" valign="middle" >1.42E+02</td><td align="center" valign="middle" >0.003</td></tr><tr><td align="center" valign="middle" >0.000314</td><td align="center" valign="middle" >0.000031</td><td align="center" valign="middle" >0.487013</td><td align="center" valign="middle" >0.649351</td><td align="center" valign="middle" >0.205</td><td align="center" valign="middle" >4.515</td><td align="center" valign="middle" >1.50E−05</td><td align="center" valign="middle" >1.63E−05</td><td align="center" valign="middle" >1.42E+02</td><td align="center" valign="middle" >0.003</td></tr><tr><td align="center" valign="middle" >0.000314</td><td align="center" valign="middle" >0.000031</td><td align="center" valign="middle" >0.070665</td><td align="center" valign="middle" >0.094220</td><td align="center" valign="middle" >1.415</td><td align="center" valign="middle" >19.984</td><td align="center" valign="middle" >1.80E−05</td><td align="center" valign="middle" >2.14E−05</td><td align="center" valign="middle" >1.42E+02</td><td align="center" valign="middle" >0.003</td></tr><tr><td align="center" valign="middle" >0.000314</td><td align="center" valign="middle" >0.000031</td><td align="center" valign="middle" >0.108225</td><td align="center" valign="middle" >0.144300</td><td align="center" valign="middle" >0.924</td><td align="center" valign="middle" >19.984</td><td align="center" valign="middle" >1.80E−05</td><td align="center" valign="middle" >2.14E−05</td><td align="center" valign="middle" >1.42E+02</td><td align="center" valign="middle" >0.003</td></tr><tr><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.132</td><td align="center" valign="middle" >0.132</td><td align="center" valign="middle" >7.561</td><td align="center" valign="middle" >7.563</td><td align="center" valign="middle" >1.154</td><td align="center" valign="middle" >1.381</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td></tr><tr><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.030</td><td align="center" valign="middle" >0.030</td><td align="center" valign="middle" >33.514</td><td align="center" valign="middle" >33.474</td><td align="center" valign="middle" >1.385</td><td align="center" valign="middle" >1.814</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td></tr><tr><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.132</td><td align="center" valign="middle" >0.132</td><td align="center" valign="middle" >7.588</td><td align="center" valign="middle" >7.563</td><td align="center" valign="middle" >1.154</td><td align="center" valign="middle" >1.381</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td></tr><tr><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.029</td><td align="center" valign="middle" >0.029</td><td align="center" valign="middle" >34.147</td><td align="center" valign="middle" >33.474</td><td align="center" valign="middle" >1.385</td><td align="center" valign="middle" >1.814</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td></tr><tr><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.132</td><td align="center" valign="middle" >0.132</td><td align="center" valign="middle" >7.575</td><td align="center" valign="middle" >7.563</td><td align="center" valign="middle" >1.154</td><td align="center" valign="middle" >1.381</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td></tr><tr><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >0.030</td><td align="center" valign="middle" >0.030</td><td align="center" valign="middle" >33.830</td><td align="center" valign="middle" >33.474</td><td align="center" valign="middle" >1.385</td><td align="center" valign="middle" >1.814</td><td align="center" valign="middle" >1.000</td><td align="center" valign="middle" >1.000</td></tr></tbody></table></table-wrap><table-wrap id="4_3"><caption><title></title></caption><table><tbody><thead><tr><th align="center" valign="middle" >U*den*Dc/vis</th><th align="center" valign="middle" >den*vis/DAB</th><th align="center" valign="middle" >kg</th><th align="center" valign="middle" >kmol/m<sup>2</sup>/s</th><th align="center" valign="middle" >m/s</th><th align="center" valign="middle" >Kc*Dc/DAB</th><th align="center" valign="middle" ></th><th align="center" valign="middle"  rowspan="2"  >Roautby et al. [<xref ref-type="bibr" rid="scirp.110263-ref12">12</xref>]</th></tr></thead><tr><td align="center" valign="middle" >Re-Dc</td><td align="center" valign="middle" >Sc</td><td align="center" valign="middle" >mA</td><td align="center" valign="middle" >NA</td><td align="center" valign="middle" >Kc</td><td align="center" valign="middle" >Sh-Dc</td><td align="center" valign="middle" >Sh-Dc -p1</td></tr><tr><td align="center" valign="middle" >2900.16</td><td align="center" valign="middle" >1.845</td><td align="center" valign="middle" >0.000231</td><td align="center" valign="middle" >0.123</td><td align="center" valign="middle" >39.56</td><td align="center" valign="middle" >67,047.3</td><td align="center" valign="middle" >21,248.9</td><td align="center" valign="middle" >m = 1.6 k/h, Q = 0.000744, 100˚C</td></tr><tr><td align="center" valign="middle" >4525.65</td><td align="center" valign="middle" >1.845</td><td align="center" valign="middle" >0.000294</td><td align="center" valign="middle" >0.244</td><td align="center" valign="middle" >78.56</td><td align="center" valign="middle" >133,160.6</td><td align="center" valign="middle" >84,452.8</td><td align="center" valign="middle" >m = 2.5, Q = 0.001163, 100˚C</td></tr><tr><td align="center" valign="middle" >2514.08</td><td align="center" valign="middle" >0.204</td><td align="center" valign="middle" >0.000287</td><td align="center" valign="middle" >0.020</td><td align="center" valign="middle" >6.50</td><td align="center" valign="middle" >7975.7</td><td align="center" valign="middle" >6546.4</td><td align="center" valign="middle" >m = 1.6 k/h, Q = 0.000098, 175˚C</td></tr><tr><td align="center" valign="middle" >3909.09</td><td align="center" valign="middle" >0.204</td><td align="center" valign="middle" >0.000343</td><td align="center" valign="middle" >0.037</td><td align="center" valign="middle" >12.08</td><td align="center" valign="middle" >14,821.0</td><td align="center" valign="middle" >25,729.6</td><td align="center" valign="middle" >m = 2.5, Q = 0.000153, 175˚C</td></tr><tr><td align="center" valign="middle" >2092.09</td><td align="center" valign="middle" >0.042</td><td align="center" valign="middle" >0.000350</td><td align="center" valign="middle" >0.006</td><td align="center" valign="middle" >1.79</td><td align="center" valign="middle" >1671.4</td><td align="center" valign="middle" >2188.8</td><td align="center" valign="middle" >m = 1.6 k/h, Q = 0.000022, 250˚C</td></tr><tr><td align="center" valign="middle" >3204.10</td><td align="center" valign="middle" >0.042</td><td align="center" valign="middle" >0.000420</td><td align="center" valign="middle" >0.010</td><td align="center" valign="middle" >3.29</td><td align="center" valign="middle" >3071.8</td><td align="center" valign="middle" >8208.3</td><td align="center" valign="middle" >m = 2.5, Q = 0.000034, 250˚C</td></tr><tr><td align="center" valign="middle" >0.867</td><td align="center" valign="middle" >0.110</td><td align="center" valign="middle" >1.242</td><td align="center" valign="middle" >0.164</td><td align="center" valign="middle" >0.164</td><td align="center" valign="middle" >0.119</td><td align="center" valign="middle" >0.308</td><td align="center" valign="middle" >x<sub>5</sub>/x<sub>3</sub></td></tr><tr><td align="center" valign="middle" >0.721</td><td align="center" valign="middle" >0.023</td><td align="center" valign="middle" >1.515</td><td align="center" valign="middle" >0.045</td><td align="center" valign="middle" >0.045</td><td align="center" valign="middle" >0.025</td><td align="center" valign="middle" >0.103</td><td align="center" valign="middle" >x<sub>7</sub>/x<sub>3</sub></td></tr><tr><td align="center" valign="middle" >0.864</td><td align="center" valign="middle" >0.110</td><td align="center" valign="middle" >1.167</td><td align="center" valign="middle" >0.154</td><td align="center" valign="middle" >0.154</td><td align="center" valign="middle" >0.111</td><td align="center" valign="middle" >0.305</td><td align="center" valign="middle" >x<sub>6</sub>/x<sub>4</sub></td></tr><tr><td align="center" valign="middle" >0.708</td><td align="center" valign="middle" >0.023</td><td align="center" valign="middle" >1.429</td><td align="center" valign="middle" >0.042</td><td align="center" valign="middle" >0.042</td><td align="center" valign="middle" >0.023</td><td align="center" valign="middle" >0.097</td><td align="center" valign="middle" >x<sub>8</sub>/x<sub>4</sub></td></tr><tr><td align="center" valign="middle" >0.865</td><td align="center" valign="middle" >0.110</td><td align="center" valign="middle" >1.205</td><td align="center" valign="middle" >0.159</td><td align="center" valign="middle" >0.159</td><td align="center" valign="middle" >0.115</td><td align="center" valign="middle" >0.306</td><td align="center" valign="middle" >(x<sub>5</sub>/x<sub>3</sub> + x<sub>7</sub>/x<sub>3</sub>)/2</td></tr><tr><td align="center" valign="middle" >0.715</td><td align="center" valign="middle" >0.023</td><td align="center" valign="middle" >1.472</td><td align="center" valign="middle" >0.044</td><td align="center" valign="middle" >0.044</td><td align="center" valign="middle" >0.024</td><td align="center" valign="middle" >0.100</td><td align="center" valign="middle" >(X<sub>6</sub>/X<sub>4</sub> + X<sub>8</sub>/X<sub>4</sub>)/2</td></tr></tbody></table></table-wrap></table-wrap-group><p>and Sherwood numbers, as well as the molar flux and the mass transfer coefficient are lower for the higher temperatures. For predicted Sherwood number:</p><p>S h 175 S h 100 = 0.306 (13)</p><p>S h 250 S h 100 = 0.100 (14)</p><p><xref ref-type="fig" rid="fig5">Figure 5</xref> provides a method to estimate the Sherwood number at different temperatures of steam.</p></sec></sec><sec id="s4"><title>4. Case of Study, Prediction of Yield</title><p>The data on the paper of Koul et al. [<xref ref-type="bibr" rid="scirp.110263-ref16">16</xref>] will be taken as example to predict the yield of experiments 3, 4, 5, 6, and 7. In this case lemon grass oil is obtained by steam distillation of lemon grass (Cymbopogon spp.) the main solute is citral or geranial (C<sub>10</sub>H<sub>16</sub>O), that has the same formula than camphor then (D<sub>AB</sub> = 1.17E−5 m<sup>2</sup>/s) but the solubility is C<sub>Ai</sub> = 0.003289 kmol/m<sup>3</sup>.</p><p>The first two experiments used m<sub>o</sub>= 70 kg, and the last three used 1000 kg. These are industrial quantities. In <xref ref-type="table" rid="table1">Table 1</xref> the data of Ozek use the biggest equipment size (0.5 m<sup>3</sup>) and the highest quantity of vegetal leaves (24 - 38 kg). We era going to use the data of Ozek to estimate the volume of cylinder needed for Koul experiments. Ozek [<xref ref-type="bibr" rid="scirp.110263-ref14">14</xref>] used V = 0.5 m<sup>3</sup> for 35 kg of mass. Then for Koul:</p><p>V 1 = 0.5 &#215; 100 / 35 = 1.428   m 3 and V 2 = 0.5 &#215; 1000 / 35 = 14.286   m 3</p><p>Choosing a diameter of Dc = 2.0 m, A= 3.1416*Dc<sup>2</sup>/4 = 3.1416 m<sup>2</sup>, and V = A*z, then z<sub>1</sub> = V<sub>1</sub>/A = 1.428/3.1416 = 0.46 m = z<sub>1</sub>, and z<sub>2</sub> = V<sub>2</sub>/A = 14.286/3.1416 = 4.55 m = z<sub>2</sub>.</p><p>The steam flow rate Q<sub>i</sub> in m<sup>3</sup>/s used in Koul experiments were: 15, 12, 160, 125 and 140 L/h (0.015, 0.012, 0.125, 0.140 m<sup>3</sup>/h, or 4.166E−6, 3.33 E−6, 4.44E−5, 3.472E−5, 3.88E−5 m<sup>3</sup>/s).</p><p>For the yield calculation, experiments 3 - 7 were: 385, 330, 5725, 5215, 5315 mL of citral oil at 5 h = 300 minutes = 18,000 seconds. With a density of citral of 0.9 gr/ml or 900 kg/m<sup>3</sup> and the 70 kg of lemon grass for experiments 3 and 4 and 1000 kg of lemon grass for experiments 5 - 7, we get: y<sub>3</sub> = 0.495, y<sub>4</sub> = 0.424, y<sub>5</sub> = 0.515, y<sub>6</sub> = 0.469, y<sub>7</sub> = 0.478.</p><p>With the cylinder dimensions Dc = 2 m y z<sub>1</sub> = 0.46, and z<sub>2</sub> = 4.55 m, we get A = pi*Dc<sup>2</sup>/4 = 3.1416 m<sup>2</sup>, and V<sub>1</sub> = 1.44 m<sup>3</sup>, V<sub>2</sub> = 14.2 m<sup>3</sup>. Dividing volumetric flow rate between area we get Superficial velocities, and dividing these between void fraction, we get effective velocities U<sub>ef</sub><sub>3</sub> = 0.0000018, U<sub>ef</sub><sub>4</sub> = 0.0000014, U<sub>ef</sub><sub>5</sub> = 0.0000188, U<sub>ef</sub><sub>6</sub> = 0.0000147, U<sub>ef</sub><sub>7</sub> = 0.0000165 m/s.</p><p>Residence time of steam may be calculated dividing volume between steam volumetric flow rate, and we get: t<sub>r</sub><sub>3</sub> = 346,888.1, t<sub>r</sub><sub>4</sub> = 433,974.8, t<sub>r</sub><sub>5</sub> = 321,943.2, t<sub>r</sub><sub>6</sub> = 411,701.6, t<sub>r</sub><sub>7</sub> = 368,409.3 seconds.</p><p>Now, we can calculate Reynolds numbers with Equation (15)</p><p>R e i = U e f i d e n v a p D c V i s c v a p (15)</p><p>And Schmidt and Sherwood numbers with Equation (16) and Equation (11) or Equation (12)</p><p>S c = v i s c v a p d e n v a p D A B (16)</p><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Calculated values for Kaoul et al. [<xref ref-type="bibr" rid="scirp.110263-ref16">16</xref>] yields</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Re</th><th align="center" valign="middle" >k<sub>C</sub><sub>1</sub></th><th align="center" valign="middle" >k<sub>C</sub><sub>2</sub></th><th align="center" valign="middle" >N<sub>A</sub><sub>1</sub></th><th align="center" valign="middle" >N<sub>A</sub><sub>2</sub></th><th align="center" valign="middle" >m<sub>A</sub><sub>1</sub></th><th align="center" valign="middle" >m<sub>A</sub><sub>2</sub></th><th align="center" valign="middle" >y<sub>Ap</sub><sub>-1</sub></th><th align="center" valign="middle" >y<sub>Ap</sub><sub>-2</sub></th><th align="center" valign="middle" >y<sub>A-Exp</sub></th></tr></thead><tr><td align="center" valign="middle" >E−3</td><td align="center" valign="middle" >0.15</td><td align="center" valign="middle" >1.098E−07</td><td align="center" valign="middle" >3.545E−06</td><td align="center" valign="middle" >3.610E−08</td><td align="center" valign="middle" >5.601E−09</td><td align="center" valign="middle" >0.060</td><td align="center" valign="middle" >0.929</td><td align="center" valign="middle" >0.09</td><td align="center" valign="middle" >1.33</td><td align="center" valign="middle" >0.50</td></tr><tr><td align="center" valign="middle" >E−4</td><td align="center" valign="middle" >0.12</td><td align="center" valign="middle" >7.785E−08</td><td align="center" valign="middle" >2.652E−06</td><td align="center" valign="middle" >2.561E−10</td><td align="center" valign="middle" >4.189E−09</td><td align="center" valign="middle" >0.053</td><td align="center" valign="middle" >0.869</td><td align="center" valign="middle" >0.08</td><td align="center" valign="middle" >1.24</td><td align="center" valign="middle" >0.42</td></tr><tr><td align="center" valign="middle" >E−5</td><td align="center" valign="middle" >1.58</td><td align="center" valign="middle" >4.137E−06</td><td align="center" valign="middle" >7.619E−05</td><td align="center" valign="middle" >1.361E−08</td><td align="center" valign="middle" >1.204E−07</td><td align="center" valign="middle" >2.095</td><td align="center" valign="middle" >18.533</td><td align="center" valign="middle" >0.21</td><td align="center" valign="middle" >1.85</td><td align="center" valign="middle" >0.52</td></tr><tr><td align="center" valign="middle" >E−6</td><td align="center" valign="middle" >1.24</td><td align="center" valign="middle" >2.837E−06</td><td align="center" valign="middle" >5.539E−05</td><td align="center" valign="middle" >9.332E−09</td><td align="center" valign="middle" >8.751E−08</td><td align="center" valign="middle" >1.837</td><td align="center" valign="middle" >17.230</td><td align="center" valign="middle" >0.18</td><td align="center" valign="middle" >1.72</td><td align="center" valign="middle" >0.47</td></tr><tr><td align="center" valign="middle" >E−7</td><td align="center" valign="middle" >1.38</td><td align="center" valign="middle" >3.364E−06</td><td align="center" valign="middle" >6.397E−05</td><td align="center" valign="middle" >1.107E−07</td><td align="center" valign="middle" >1.011E−07</td><td align="center" valign="middle" >1.950</td><td align="center" valign="middle" >17.807</td><td align="center" valign="middle" >0.19</td><td align="center" valign="middle" >1.78</td><td align="center" valign="middle" >0.48</td></tr></tbody></table></table-wrap><p>With Sherwood number, we can get the mass transfer coefficient k<sub>c</sub>, and from this, the flux N<sub>A</sub>, then, m<sub>A</sub>, and finally the yield y<sub>A</sub> with Equations (17)-(20). Because the steam does not have solute C<sub>Ao</sub> = 0</p><p>k C = S h D A B D C (17)</p><p>N A = k c ( C A i − C A o ) (18)</p><p>m A = N A &#215; A &#215; t R &#215; P M A (19)</p><p>y a i = ( m A m o ) &#215; 100 (20)</p><p><xref ref-type="table" rid="table5">Table 5</xref> provides the main calculated values, and <xref ref-type="fig" rid="fig6">Figure 6</xref> provides the comparison between reported and predicted values.</p><p>On <xref ref-type="fig" rid="fig6">Figure 6</xref> it is observed that both predictions 1 and 2 follow the order of the reported data. Prediction 1 underpredicts 0.31, and prediction 2 overpredicts 3.32 the values of reported yield of extraction from Koul et al. [<xref ref-type="bibr" rid="scirp.110263-ref16">16</xref>].</p></sec><sec id="s5"><title>5. Conclusions</title><p>The proposed Equation (11) and Equation (12) provide correlations to predict the yield of extraction, by first estimating the dimensionless numbers Reynolds, Schmidt, and Sherwood numbers, and using equations for the mass transfer involved in the extraction of solute from vegetable leaves to steam, using boundary layer concepts and definitions like molar flux and mass transfer coefficient.</p><p>The predicting Equation (11) and Equation (12) provide limits to experimental or reported yields and predict well the effect of steam flow.</p><p><xref ref-type="fig" rid="fig5">Figure 5</xref> and Equation (21) help to predict Sherwood number for superheated steam at temperatures above 100˚C.</p><p>S h ( T ˚ C ) S h ( 100 ˚ C ) = 4.591 exp − 0.015 &#215; T ( ˚ C ) (21)</p><p>Using steam at temperatures higher than 100˚C improves the extraction yield, but at temperatures above 200˚C, the temperature degrades some components of the mixture of essential oil.</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>Rocha-Uribe, J.A., Soto-Armenta, L.C., Hernandez-Ruiz, A.R. and Jimenez-Oca&#241;a, J.C. (2021) Predicting Mass Transfer Extraction with Steam Flow, Applying Boundary-Layer Concepts. Journal of Materials Science and Chemical Engineering, 9, 46-58. https://doi.org/10.4236/msce.2021.96004</p></sec></body><back><ref-list><title>References</title><ref id="scirp.110263-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Husar, E., Dzieciol, M., Wodnicka, A., Orun, H., Koz, A. and Cicek, E. (2018) Influence of Hydrodistillation conditions on Yield and Composition of Coriander (Coriandrum sativum L.) essential Oil. Polish Journal of Food and Nutrition Sciences, 68, 243-249. https://doi.org/10.1515/pjfns-2018-0003</mixed-citation></ref><ref id="scirp.110263-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Geramitcioski, T., Mitievski, V. and Mijakovski, V. (2018) Design of a Small Press for Extracting Essential Oil According VDI 2221. 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