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<front>
<journal-meta>
<journal-id journal-id-type="redalyc">3442</journal-id>
<journal-title-group>
<journal-title specific-use="original" xml:lang="es">TecnoLógicas</journal-title>
</journal-title-group>
<issn pub-type="ppub">0123-7799</issn>
<issn pub-type="epub">2256-5337</issn>
<publisher>
<publisher-name>Instituto Tecnológico Metropolitano</publisher-name>
<publisher-loc>
<country>Colombia</country>
<email>tecnologicas@itm.edu.co</email>
</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="art-access-id" specific-use="redalyc">344272383012</article-id>
<article-id pub-id-type="doi">https://doi.org/10.22430/22565337.2428</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Artículos de investigación</subject>
</subj-group>
</article-categories>
<title-group>
<article-title xml:lang="en">Design of Influent Distribution System in Domestic Wastewater Treatment Units</article-title>
<trans-title-group>
<trans-title xml:lang="es">Diseño del sistema de distribución del afluente en unidades de tratamiento de aguas residuales domésticas</trans-title>
</trans-title-group>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2147-0410</contrib-id>
<name name-style="western">
<surname>Macías</surname>
<given-names>Astrid L.</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<email>astrid.macias@udea.edu.co</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9310-6925</contrib-id>
<name name-style="western">
<surname>Rodríguez</surname>
<given-names>Diana C.</given-names>
</name>
<xref ref-type="aff" rid="aff2"/>
<email>diana.rodriguez@udea.edu.co</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-3491-4586</contrib-id>
<name name-style="western">
<surname>Molina</surname>
<given-names>Francisco J.</given-names>
</name>
<xref ref-type="aff" rid="aff3"/>
<email>francisco.molina@udea.edu.co</email>
</contrib>
</contrib-group>
<aff id="aff1">
<institution content-type="original">Grupo de Investigación en Gestión y Modelación Ambiental (GAIA), Escuela Ambiental, Facultad de Ingeniería, sede de Investigaciones Universitarias (SIU), Universidad de Antioquia. Calle 70 No. 52-21, Medellín-Colombia</institution>
<institution content-type="orgname">Universidad de Antioquia</institution>
<country country="CO">Colombia</country>
</aff>
<aff id="aff2">
<institution content-type="original">Grupo Diagnóstico y Control de la Contaminación (GDCON),  Escuela Ambiental, Facultad de Ingeniería, sede de Investigaciones Universitarias (SIU), Universidad de Antioquia. Calle 70 No. 52-21, Medellín-Colombia</institution>
<institution content-type="orgname">Universidad de Antioquia</institution>
<country country="CO">Colombia</country>
</aff>
<aff id="aff3">
<institution content-type="original">Grupo de Investigación en Gestión y Modelación Ambiental (GAIA), Escuela Ambiental, Facultad de Ingeniería, sede de Investigaciones Universitarias (SIU), Universidad de Antioquia. Calle 70 No. 52-21, Medellín-Colombia</institution>
<institution content-type="orgname">Universidad de Antioquia</institution>
<country country="CO">Colombia</country>
</aff>
<pub-date pub-type="epub-ppub">
<season>Septiembre-Diciembre</season>
<year>2022</year>
</pub-date>
<volume>25</volume>
<issue>55</issue>
<elocation-id>e2428</elocation-id>
<history>
<date date-type="received" publication-format="dd mes yyyy">
<day>17</day>
<month>06</month>
<year>2022</year>
</date>
<date date-type="accepted" publication-format="dd mes yyyy">
<day>22</day>
<month>09</month>
<year>2022</year>
</date>
<date date-type="pub" publication-format="dd mes yyyy">
<day>18</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-year>2015</copyright-year>
<copyright-holder>Instituto Tecnológico Metropolitano</copyright-holder>
<ali:free_to_read/>
<license xlink:href="https://creativecommons.org/licenses/by-nc-sa/4.0/">
<ali:license_ref>https://creativecommons.org/licenses/by-nc-sa/4.0/</ali:license_ref>
<license-p>Esta obra está bajo una Licencia Creative Commons Atribución-NoComercial-CompartirIgual 4.0 Internacional.</license-p>
</license>
</permissions>
<abstract xml:lang="es">
<title>Resumen</title>
<p>El tratamiento eficiente de las aguas residuales domésticas está asociado a las buenas prácticas operacionales en las plantas de tratamiento de agua residual (PTAR) y al diseño adecuado de cada unidad de tratamiento, con lo cual se asegura el correcto funcionamiento hidráulico de cada PTAR. Por tal motivo, el objetivo de este artículo fue estudiar el diseño de los múltiples sistemas de distribución del afluente de un sedimentador primario de alta tasa, un reactor UASB (<italic>Upflow Anaerobic Sludge Blanket</italic>) y un filtro anaerobio de flujo ascendente (FAFA) en las PTAR de los municipios de San Carlos y San Roque, y en el corregimiento de Santiago, respectivamente, ubicados en Antioquia-Colombia. Para ello, se utilizó la metodología propuesta por Hudson en 1981 para evaluar el funcionamiento del diseño actual y, posteriormente, se realizó un predimensionamiento que permitiera distribuir el caudal uniformemente, tener velocidades dentro de los rangos recomendados por la literatura y obtener la pérdida de carga total generada por el múltiple de distribución en cada unidad de tratamiento evaluada. Se evidenció que el diseño existente no es eficiente y que el nuevo predimensionamiento asegura la distribución homogénea del caudal y proporciona velocidades que contribuyen positivamente al proceso de tratamiento. El estudio concluye que a menor número de orificios y mayor diámetro de tubería se presenta una distribución uniforme del caudal, además que la pérdida de carga total depende, tanto de la cabeza de velocidad, como del coeficiente de pérdida de carga. El diámetro del orificio fue el parámetro predominante para controlar la velocidad de entrada a las unidades de tratamiento.</p>
</abstract>
<trans-abstract xml:lang="en">
<title>Abstract</title>
<p>The efficient treatment of domestic wastewater is associated with good operational practices in wastewater treatment plants (WWTP) and the proper design of each treatment unit, which ensures the correct hydraulic performance of each WWTP. For this reason, the objective of this article was to study the design of the multiple influent distribution systems of a high-rate primary sedimentary, a UASB (<italic>Upflow Anaerobic Sludge Blanket</italic>) reactor, and an up-flow anaerobic filter (FAFA) in the WWTPs of the municipalities of San Carlos and San Roque, and in the township of Santiago, respectively, located in Antioquia-Colombia. For this purpose, the methodology proposed by Hudson in 1981 was used to evaluate the performance of the current design and, subsequently, a pre-dimensioning was carried out to distribute the flow uniformly, to have velocities within the ranges recommended by the literature, and to obtain the total head loss generated by the distribution manifold in each treatment unit evaluated. It was found that the existing design is not efficient and that the new pre-dimensioning ensures homogeneous flow distribution and provides velocities that contribute positively to the treatment process. The study concludes that the smaller the number of orifices and the larger the pipe diameter, the more uniform the flow distribution, and that the total head loss depends on both the velocity head and the head loss coefficient. The diameter of the orifice was the predominant parameter to control the inlet velocity of the treatment units.</p>
</trans-abstract>
<kwd-group xml:lang="en">
<title>Keywords</title>
<kwd>Treatment plants</kwd>
<kwd>anaerobic reactors</kwd>
<kwd>primary settler</kwd>
<kwd>distribution system</kwd>
<kwd>wastewater treatment</kwd>
</kwd-group>
<kwd-group xml:lang="es">
<title>Palabras clave</title>
<kwd>Plantas de tratamiento</kwd>
<kwd>reactores anaerobios</kwd>
<kwd>sedimentador primario</kwd>
<kwd>sistemas de distribución</kwd>
<kwd>tratamiento de aguas residuales</kwd>
</kwd-group>
<counts>
<fig-count count="7"/>
<table-count count="8"/>
<equation-count count="6"/>
<ref-count count="27"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>How to cite / Cómo citar</meta-name>
<meta-value>A. L. Macías, D. C. Rodríguez, F. J. Molina, “Design of Influent Distribution System in Domestic Wastewater Treatment Units,” TecnoLógicas, vol. 25, nro. 55, e2428, 2022. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.22430/22565337.2428">https://doi.org/10.22430/22565337.2428</ext-link>
</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec>
<title>
<bold>1.     INTRODUCTION</bold>
</title>
<p>Wastewater treatment plants (WWTP) protect water resources and human health by reducing the amount of carbon, nutrients, and pathogens discharged into the environment [<xref ref-type="bibr" rid="redalyc_344272383012_ref1">1</xref>] However, disposal of domestic wastewater without efficient treatment is an increasingly concerned in developing countries, the improper design of wastewater treatment plants (WWTPs) may cause severe environmental problems on global and local scales [<xref ref-type="bibr" rid="redalyc_344272383012_ref2">2</xref>]. For example, deficiencies have been found in the designs of the WWTPs in Antioquia, systematic copies of designs without making a serious evaluation of the existing WWTPs [<xref ref-type="bibr" rid="redalyc_344272383012_ref3">3</xref>]. The inadequate design of the inlet area in the treatment units is within this problem.</p>
<p>The design of the inlet area in a high-rate primary settler is considered of great importance since it allows the homogeneous distribution of the flow in each unit and thus avoids the generation of short circuits in the system, which contributes not only to guaranteeing good design, but also an adequate functioning of the other units [<xref ref-type="bibr" rid="redalyc_344272383012_ref4">4</xref>], [<xref ref-type="bibr" rid="redalyc_344272383012_ref5">5</xref>]. The main objectives of this inlet structure are to distribute the influent as evenly as possible throughout the cross-sectional area of the treatment unit, to avoid water currents that can cause rotational movements and kinetic changes, to dissipate the energy that the water brings from the previous systems and avoid very high speeds that can resuspend the sludge already deposited [<xref ref-type="bibr" rid="redalyc_344272383012_ref6">6</xref>], [<xref ref-type="bibr" rid="redalyc_344272383012_ref7">7</xref>]. On the other hand, in anaerobic reactors such as UASB and FAFA, the purpose of the inlet zone is like that of the primary settlers; divide the flow evenly at the bottom of the reactor, guaranteeing the contact of the microorganisms with the wastewater [<xref ref-type="bibr" rid="redalyc_344272383012_ref8">8</xref>], [<xref ref-type="bibr" rid="redalyc_344272383012_ref9">9</xref>], which improves the efficiency of the system.</p>
<p>In general, to distribute the influent flow of these treatment units homogeneously, pipes with multiple outlets are used, which consist of the main duct with lateral holes normally spaced at regular intervals [<xref ref-type="bibr" rid="redalyc_344272383012_ref10">10</xref>], the aim is to achieve the required flow distribution and guarantee adequate hydraulic behavior of the structure to which the distribution system is associated [<xref ref-type="bibr" rid="redalyc_344272383012_ref11">11</xref>], [<xref ref-type="bibr" rid="redalyc_344272383012_ref12">12</xref>]. The design of the influent distribution system has been very focused on the purification systems, specifically on the high-rate settlers, with the method proposed by Hudson in 1981 which formulates equations that allow the uniform distribution of flow in the input devices, and it is based primarily on the coefficient of total head loss, the actual velocity at the holes, and the mean velocity gradient [<xref ref-type="bibr" rid="redalyc_344272383012_ref13">13</xref>], [<xref ref-type="bibr" rid="redalyc_344272383012_ref14">14</xref>]. In <xref ref-type="fig" rid="gf1">Figure 1</xref>, the head loss between points 1 and 2 for both the lateral and the orifice flow distribution is expressed by (1) [<xref ref-type="bibr" rid="redalyc_344272383012_ref15">15</xref>], [<xref ref-type="bibr" rid="redalyc_344272383012_ref17">16</xref>].</p>
<p>
<fig id="gf1">
<label>Figure 1.</label>
<caption>
<title>Flow in the system and distribution types. a) Pipe with multiple outlets in the form of a lateral. b) Pipe with multiple outlets in the form of a hole</title>
</caption>
<alt-text>Figure 1.  Flow in the system and distribution types. a) Pipe with multiple outlets in the form of a lateral. b) Pipe with multiple outlets in the form of a hole</alt-text>
<graphic xlink:href="344272383012_gf2.png" position="anchor" orientation="portrait"/>
<attrib>Source: Created by the authors.</attrib>
</fig>
</p>
<p>
<disp-formula id="e1">
<label>(1)</label>
<graphic xlink:href="344272383012_ee2.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>Where, <inline-formula>
<alternatives><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mglyph style="border:1px;" width="0.66em" height="1em"></mml:mglyph> <mml:mo>&#x394;</mml:mo> </mml:math>
<graphic xlink:href="344272383012_gi2.png"/>
</alternatives>
</inline-formula>h are the head losses between 1 m and 2 m, <italic>h<sub>L</sub>
</italic> is the lateral entrance losses (due to the turn) (m), <italic>V<sub>L</sub>
</italic> is the flow velocity in the lateral or hole (m/s) and g the acceleration of gravity (m/s<sup>2</sup>).</p>
<p>From (<xref ref-type="disp-formula" rid="e1">1</xref>) it is possible to develop and find the general expression for the total head loss coefficient (<italic>β</italic>), according to (<xref ref-type="disp-formula" rid="e2">2</xref>) [<xref ref-type="bibr" rid="redalyc_344272383012_ref15">15</xref>], [<xref ref-type="bibr" rid="redalyc_344272383012_ref17">16</xref>].</p>
<p>
<disp-formula id="e2">
<label>(2)</label>
<graphic xlink:href="344272383012_ee3.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>Where, <italic>β</italic> is the coefficient of total head loss due to energy dissipation on the lateral, <italic>θ </italic>the coefficient of head loss at the input, <italic>φ</italic> the coefficient of head loss in the change of direction of the current, <italic>V<sub>c</sub>
</italic>  the velocity in the distribution pipe (m/s) and <italic>V<sub>L</sub>
</italic> the velocity in the laterals or holes (m/s). Furthermore, the losses through each hole (<inline-formula>
<alternatives><mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mglyph style="border:1px;" width="0.66em" height="1em"></mml:mglyph> <mml:mo>&#x394;</mml:mo> </mml:math>
<graphic xlink:href="344272383012_gi3.png"/>
</alternatives>
</inline-formula>
<italic>h<sub>0</sub>
</italic>) are calculated using the product of the head loss coefficient (<italic>β</italic>) and the speed head (VL<sup>2</sup>/2g), as shown in (<xref ref-type="disp-formula" rid="e3">3</xref>).</p>
<p>
<disp-formula id="e3">
<label>(3)</label>
<graphic xlink:href="344272383012_ee11.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>On the other hand, the total head loss coefficient (<italic>β</italic>) is related to two coefficients that adopt different experimental values according to Hudson [<xref ref-type="bibr" rid="redalyc_344272383012_ref11">11</xref>], depending on the type of distribution, lateral type, adopting values of θ = 0.4, φ = 0.9 if the length of the lateral is greater than 3 times the diameter of the manifold and hole type, adopting values of θ = 0.7, and φ = 1.67, if the length of the lateral is less than or equal to 3 times the diameter of the distribution system.</p>
<p>Assuming that the head losses for each side are the same, to guarantee an adequate distribution and that the diameters of the holes or laterals are equal, it is possible to deduce (<xref ref-type="disp-formula" rid="e4">4</xref>) from a mass balance [<xref ref-type="bibr" rid="redalyc_344272383012_ref17">16</xref>].</p>
<p>
<disp-formula id="e4">
<label>(4</label>
<graphic xlink:href="344272383012_ee12.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>Where Q<sub>t</sub> is the total flow to distribute (m<sup>3</sup>/s), and A<sub>L</sub> is the area of each of the laterals or holes (m<sup>2</sup>). The previous equation will be useful to correct the speed of the first lateral or hole, for the other speed (<xref ref-type="disp-formula" rid="e5">5</xref>) is used [<xref ref-type="bibr" rid="redalyc_344272383012_ref13">13</xref>].</p>
<p>
<disp-formula id="e5">
<label>(5)</label>
<graphic xlink:href="344272383012_ee15.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>Finally, to check the average speed gradient on the laterals or holes, (<xref ref-type="disp-formula" rid="e6">6</xref>) is used.</p>
<p>
<disp-formula id="e6">
<label>(6)</label>
<graphic xlink:href="344272383012_ee14.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>Where, γ is the density of water (kg/cm<sup>3</sup>), μ is the absolute viscosity (kg/cm<sup>2</sup>.s), f is the Darcy coefficient (Varies between 0.015 and 0.03) and <italic>R<sub>h</sub>
</italic> is the hydraulic radius of the section (m).</p>
<p>In wastewater treatment plants, the use of distribution systems is common, to carry out the entry and distribution of wastewater to both high-rate settlers and anaerobic reactors, for which it is necessary to verify and propose the appropriate conditions for these designs, based on the information that is available in the water purification systems. Based on the above, this work seeks to compare and evaluate the current design of the distribution systems at the entrance of the wastewater treatment units in three wastewater treatment plants in the region of Eastern Antioquia-Colombia, with the design, carried out through the methodology for high-rate settlers in purification plants and likewise, propose a design methodology and a pre-dimensioning for the distribution of wastewater in high-rate settlers and anaerobic reactors.</p>
</sec>
<sec>
<title>
<bold>2. METHODS</bold>
</title>
<sec>
<title>
<bold>2.1 Study area</bold>
</title>
<p>The study was carried out in three wastewater treatment plants (WWTP), located in the eastern region of the department of Antioquia-Colombia, in San Roque and San Carlos municipalities and Santiago township belonging to the Santo Domingo municipality. San Carlos (<xref ref-type="fig" rid="gf3">Figure 2a</xref>) is a municipality with an extension of 702 km<sup>2</sup> and a current total population of 16 064 inhabitants (6 031 correspond to the urban area and 10 033 to the rural area). Currently, it has a wastewater collection system that discharges to the treatment plant, which is subsequently discharged into the San Carlos River [<xref ref-type="bibr" rid="redalyc_344272383012_ref18">17</xref>]. For its part, San Roque municipality (<xref ref-type="fig" rid="gf3">Figure 2b</xref>) covers an area of 40 715 hectares and has 16 789 inhabitants (6 298 in the municipal seat and 10 491 in the rural area); its treatment plant is operated from a system of pumping and discharging their wastewater directly to the San Roque River [<xref ref-type="bibr" rid="redalyc_344272383012_ref19">18</xref>]. Finally, the Santiago township (<xref ref-type="fig" rid="gf3">Figure 2c</xref>), with a population of 1 041 inhabitants, it is located in the municipality of Santo Domingo, 28 km from the municipal seat, and it also has a compact treatment plant that currently discharges its wastewater to the closest river.</p>
<p>
<fig id="gf3">
<label>Figure 2.</label>
<caption>
<title>Location of the municipalities and study township. a) San Carlos. b) San Roque. c) Santiago</title>
</caption>
<alt-text>Figure 2.  Location of the municipalities and study township. a) San Carlos. b) San Roque. c) Santiago</alt-text>
<graphic xlink:href="344272383012_gf6.png" position="anchor" orientation="portrait"/>
<attrib>Source: Created by the authors based in Google Earth.</attrib>
</fig>
</p>
</sec>
<sec>
<title>
<bold>2.2 Wastewater treatment plants</bold>
</title>
<p>San Carlos municipality WWTP has a preliminary treatment, consisting of an inlet channel, a lateral spillway (<xref ref-type="fig" rid="gf4">Figure 3a</xref>), two screening units and two-grit chamber (<xref ref-type="fig" rid="gf4">Figure 3b</xref>) and a Parshall gutter (<xref ref-type="fig" rid="gf4">Figure 3</xref>c) to measure the flow. A primary treatment, it has two high-rate primary settlers (<xref ref-type="fig" rid="gf4">Figure 3d</xref>), each one has two pipes with multiple outlets in its inlet area for the influent flow distribution, also, it has inclined asbestos-cement plates in its sedimentation area, two saw tooth gutters for effluent collection and a bottom sludge drain pipe that evacuates and transports the sludge to a pumping well, from which the sludge is pumped to an anaerobic digester (<xref ref-type="fig" rid="gf4">Figure 3e</xref>), by Lastly, there are five drying beds (<xref ref-type="fig" rid="gf4">Figure 3f</xref>) to dehydrate the sludge stabilized by the anaerobic digester.</p>
<p>
<fig id="gf4">
<label>Figure 3.</label>
<caption>
<title>Treatment units in San Carlos municipality WWTP. a) Inlet channel and lateral spillway. b) Screening and grit chamber c) Parshall gutter. d) High-rate primary settlers. e) Anaerobic digester. f) Drying beds</title>
</caption>
<alt-text>Figure 3.  Treatment units in San Carlos municipality WWTP. a) Inlet channel and lateral spillway. b) Screening and grit chamber c) Parshall gutter. d) High-rate primary settlers. e) Anaerobic digester. f) Drying beds</alt-text>
<graphic xlink:href="344272383012_gf7.png" position="anchor" orientation="portrait"/>
<attrib>Source: Created by the authors.</attrib>
</fig>
</p>
<p>San Roque municipality WWTP has a preliminary treatment consisting of two screens with their respective baskets for cleaning them and two grit chamber in parallel (<xref ref-type="fig" rid="gf5">Figure 4a</xref>), these treatments are at a lower level compared to the other units of the WWTP, for this, there is a pumping station (<xref ref-type="fig" rid="gf5">Figure 4b</xref>) with 3 pumps (2 in operation and 1 enabled for emergencies situations) that fulfill the function of propelling the wastewater towards a UASB reactor (<xref ref-type="fig" rid="gf5">Figure 4c</xref>), consisting of 2 modules, each of which has a pipe with multiple outlets as influent flow distribution structure, a saw tooth gutter for the clarification collection and two sludge purge valves that discharge directly to 4 drying beds (<xref ref-type="fig" rid="gf5">Figure 4d</xref>), which carry out the dehydration of the sludge in the WWTP.</p>
<p>
<fig id="gf5">
<label>Figure 4.</label>
<caption>
<title>Treatment units in San Roque municipality WWTP. a) Preliminary treatment. b) Pumping station. c) UASB reactor. d) Drying beds</title>
</caption>
<alt-text>Figure 4.  Treatment units in San Roque municipality WWTP. a) Preliminary treatment. b) Pumping station. c) UASB reactor. d) Drying beds</alt-text>
<graphic xlink:href="344272383012_gf8.png" position="anchor" orientation="portrait"/>
<attrib>Source: Created by the authors.</attrib>
</fig>
</p>
<p>Santiago township WWTP is compact and consists of a preliminary treatment (<xref ref-type="fig" rid="gf6">Figure 5a</xref>) that has an inlet channel, a screening (<xref ref-type="fig" rid="gf6">Figure 5b</xref>), and a grit chamber (<xref ref-type="fig" rid="gf6">Figure 5c</xref>). Subsequently, there are two anaerobic modules (<xref ref-type="fig" rid="gf6">Figure 5d</xref>) divided into four compartments each, the first two constitute septic tanks, the third is an Anaerobic Upflow Filter (FAFA) that has a pipe with outlets. Distribution system in its entrance structure and the room is a secondary settler. Finally, there are two drying beds (<xref ref-type="fig" rid="gf6">Figure 5e</xref>) in the WWTP connected to the anaerobic reactors to dehydrate the sludge.</p>
<p>
<fig id="gf6">
<label>Figure 5.</label>
<caption>
<title>Treatment units in Santiago township WWTP. a) Preliminary treatment. b) Screening. c) Grit chamber d) Anaerobic reactors. e) Drying beds</title>
</caption>
<alt-text>Figure 5. Treatment units in Santiago township WWTP. a) Preliminary treatment. b) Screening. c) Grit chamber d) Anaerobic reactors. e) Drying beds</alt-text>
<graphic xlink:href="344272383012_gf9.png" position="anchor" orientation="portrait"/>
<attrib>Source: Created by the authors.</attrib>
</fig>
</p>
</sec>
<sec>
<title>
<bold>2.3 Sizing of distribution system</bold>
</title>
<p>An initial diagnosis of the existing design of the distribution system was made in the following treatment units: high-rate primary settlers in San Carlos municipality WWTP, UASB reactors in San Roque municipality WWTP and FAFA reactors in Santiago township WWTP, where the plans and design calculations were reviewed, to obtain data such as flow rates, number, and diameter of the holes and pipe diameters of the distribution system. From the collected data, the efficiency of the existing distribution system was evaluated, using the methodology proposed by Hudson [<xref ref-type="bibr" rid="redalyc_344272383012_ref14">14</xref>] for the entrance zone in high-rate primary settlers in water purification systems, verifying the homogeneous distribution of the flow and checking that the head losses through each hole were equal.</p>
<p>Subsequently, after evaluating the design of the existing distribution pipes, a new pre-dimensioning was carried out that allowed for a better operation of the units, considering the uniform distribution of the flow, homogeneous head losses through the orifices and other variables for wastewater. Finally, a comparison was made between the design parameters before and after and between the different municipalities using graphs. The calculations were performed in Microsoft® Excel spreadsheet and the procedure used to evaluate the existing design of the distribution system in each WWTP, as well as for the pre-dimensioning, is presented below:</p>
<p>
<list list-type="alpha-lower">
<list-item>
<p>The methodology is based on an iterative process to find the total head loss coefficient (<italic>β</italic>) at the end of each iteration and correct the speed of each hole. For this, we start by assuming that the flow is distributed equally through each of the holes (i), a table is organized where the first column is the number of holes and the second column the flow of each hole (Q<sub>Li</sub>), that is Q<sub>Li </sub>= Q<sub>Design</sub>/number of holes</p>
</list-item>
<list-item>
<p>Calculate the area of the hole with its diameter (D<sub>Li</sub>) (A<sub>Li</sub> = πD<sub>Li</sub>
<sup>2</sup>/4) and then the speed for each side or hole (V<sub>Li</sub> = Q<sub>Li</sub>/A<sub>Li</sub>), this speed will be put in column 3.</p>
</list-item>
<list-item>
<p>In the fourth column is the flow of the pipe (Q<sub>ci</sub>) after each hole. In the first row (Hole 1, i = 1) the total design flow will go and in the following ones it will decrease depending on the amount that comes out from each hole, that is, Q<sub>ci</sub>=Q<sub>c(i-1)</sub>-Q<sub>Li</sub>.</p>
</list-item>
<list-item>
<p>Subsequently, the area of the pipe is found (A<sub>ci</sub> = πD<sub>ci</sub>
<sup>2</sup>/4), using its diameter (D<sub>ci</sub>). With this area and the flow (Q<sub>ci</sub>) it is possible to find the velocity in the pipe (V<sub>ci</sub> = Q<sub>ci</sub>/A<sub>ci</sub>), which is located in column 5.</p>
</list-item>
<list-item>
<p>The relationship (V<sub>ci</sub>/V<sub>Li</sub>) <sup>2</sup> is found, to finally use (2) of the total head loss coefficient (β) and thus find this value for each hole (β<sub>i</sub>), shown in column 7. Besides, in column 8 of the table, it is possible to find the sum of 1/√(β<sub>i</sub>), to continue with the next iteration.</p>
</list-item>
<list-item>
<p>In the last column, the losses for each hole are found; using (3), and then the total head losses for each treatment unit are found, by adding the losses in the holes or laterals.</p>
</list-item>
<list-item>
<p>Another table is made equal to the previous one for the next iteration, but this time the uniform flow is not assumed, in this step we start with column 3 correcting the first velocity of the hole (V<sub>L1</sub>) using (4) and the others velocities (V<sub>Li</sub>) using (5).</p>
</list-item>
<list-item>
<p>With the previous speed and the area of the hole (A<sub>Li</sub>) the flow in each hole (Q<sub>Li</sub>=V<sub>Li</sub>*A<sub>Li</sub>), is calculated, which are located in the second column.</p>
</list-item>
<list-item>
<p>The steps from numeral c) are followed until the results of the iterations are very similar. In this case, three iterations were made for each case since the values stabilized easily</p>
</list-item>
</list>
</p>
</sec>
</sec>
<sec>
<title>
<bold>3.     RESULTS AND DISCUSSION</bold>
</title>
<sec>
<title>
<bold>3.1   Existing design evaluation of the distribution system</bold>
</title>
<p>The existing dimensions of the distribution pipes in each of the treatment systems studied are shown in <xref ref-type="table" rid="gt7">Table 1</xref>. In the case of San Carlos municipality WWTP, the flow is 40 L/s, therefore, the value used in the calculations was 10 L/s, this because the WWTP has 2 settlers (the flow is divided to 20 L/s in each settler) and each one with 2 distribution system (the flow is distributed at 10 L/s for each pipe). In the case of San Roque municipality WWTP, the dimensions of the distribution pipes and the number of holes were obtained from the plans of the treatment plant, where the design flow is 22.1 L/s and there are two UASB reactors, each with a distribution pipeline with manifolds, therefore, the flow used in the calculations was 11.05 L/s. Finally, in the case of Santiago township WWTP, field measurements were made with the reactors empty, because the dimensions were not found in plans and design spreadsheets of the system at the entrance of the FAFA. The design flow for this WWTP is 3.81 L/s, however, for the calculations it was taken as 1.905 L/s because the plant has two anaerobic reactors, therefore, the flow is distributed equally for both. In general, the diameters of the existing distribution pipes correspond to diameters of 8" for the high-rate settlers and the UASB reactors and 4" for the FAFA reactors and the diameters of the orifices of 3", 2" and 1 " respectively.</p>
<p>
<table-wrap id="gt7">
<label>Table 1</label>
<caption>
<title>Characteristics of distribution system in each treatment system</title>
<p>
<sup>1</sup> San Carlos municipality; <sup>2</sup> San Roque municipality; <sup>3</sup> Santiago township. θ: Coefficient of head loss at the input, φ: Coefficient of head loss in the change of direction of the current.</p>
</caption>
<alt-text>Table 1 Characteristics of distribution system in each treatment system</alt-text>
<alternatives>
<graphic xlink:href="344272383012_gt2.png" position="anchor" orientation="portrait"/>
<table style="border-collapse:collapse;" id="gt2-526564616c7963">
<tbody>
<tr style="height:15.0pt">
<td style="width:132.8pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">Parameter</td>
<td style="width:99.2pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">High-rate primary settlers<sup>1</sup>
</td>
<td style="width:99.2pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">UASB reactors<sup>2</sup>
</td>
<td style="width:99.2pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">FAFA reactors<sup>3</sup>
</td>
</tr>
<tr style="height:15.0pt">
<td style="width:132.8pt;border:none;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">Total flow (m<sup>3</sup>/s)</td>
<td style="width:99.2pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">0.01</td>
<td style="width:99.2pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">0.01</td>
<td style="width:99.2pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">0.0019</td>
</tr>
<tr style="height:15.0pt">
<td style="width:132.8pt;padding:0cm 5.4pt 0cm 5.4pt;   height:15.0pt">Number of holes (#)</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">20.00</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">60.00</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">28.00</td>
</tr>
<tr style="height:15.0pt">
<td style="width:132.8pt;padding:0cm 5.4pt 0cm 5.4pt;   height:15.0pt">Hole diameter (inch)</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">3.00</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">2.00</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">1.00</td>
</tr>
<tr style="height:15.0pt">
<td style="width:132.8pt;padding:0cm 5.4pt 0cm 5.4pt;   height:15.0pt">Pipe diameter (inch)</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">8.00</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">8.00</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">4.00</td>
</tr>
<tr style="height:15.0pt">
<td style="width:132.8pt;padding:0cm 5.4pt 0cm 5.4pt;   height:15.0pt">θ (dimensionless)</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">0.70</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">0.70</td>
<td style="width:99.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">0.70</td>
</tr>
<tr style="height:15.0pt">
<td style="width:132.8pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:15.0pt">φ (dimensionless)</td>
<td style="width:99.2pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:15.0pt">1.67</td>
<td style="width:99.2pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:15.0pt">1.67</td>
<td style="width:99.2pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:15.0pt">1.67</td>
</tr>
</tbody>
</table>
</alternatives>
<attrib>Source: Created by the authors.</attrib>
</table-wrap>
</p>
<p>The study carried out by [<xref ref-type="bibr" rid="redalyc_344272383012_ref14">14</xref>], proposes that to ensure a uniform distribution of the flow at its inlet, a distribution system should be designed in such a way that it avoids that the difference in flow rates between the first and last inlet hole is not greater than 10 % and that the losses through each lateral or hole are equal or as homogeneous as possible [<xref ref-type="bibr" rid="redalyc_344272383012_ref17">16</xref>]. In the case of high-rate primary settlers in San Carlos municipality (<xref ref-type="table" rid="gt8">Table 2</xref>), it is evident that the design flow is not uniformly distributed since the difference in flow rates between the first and last holes is 80.36 % ( &gt; 10 %), also, the velocities in the holes (V<sub>Li</sub>) vary significantly as do the coefficients of total pressure loss <italic>(β<sub>i</sub>)</italic>, which makes the losses in each of the holes different, with values of 0.0082 m in the first hole and 0.0039 m in the last, thus obtaining a total head loss of 0.11 m, therefore, it is concluded that the design is not appropriate since it does not fulfill the main function of the distribution system. This situation gives rise to the generation of dead zones within the settlers, which affects the hydraulics and the correct operation of these.</p>
<p>
<table-wrap id="gt8">
<label>Table 2</label>
<caption>
<title>Results of the iteration for the analysis of the existing design of the distribution system in San Carlos WWTP</title>
</caption>
<alt-text>Table 2 Results of the iteration for the analysis of the existing design of the distribution system in San Carlos WWTP</alt-text>
<alternatives>
<graphic xlink:href="344272383012_gt3.png" position="anchor" orientation="portrait"/>
<table style="border-collapse:collapse;" id="gt3-526564616c7963">
<tbody>
<tr style="height:14.15pt">
<td style="width:90.7pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Holes</td>
<td style="width:51.05pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Q<sub>Li</sub> (m<sup>3</sup>/s)</td>
<td style="width:53.05pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt" colspan="2">V<sub>Li</sub> (m/s)</td>
<td style="width:53.3pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt" colspan="2">Q<sub>ci</sub> (m<sup>3</sup>/s)</td>
<td style="width:49.6pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt" colspan="2">V<sub>ci</sub> (m/s)</td>
<td style="width:49.6pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">(V<sub>ci</sub>/V<sub>Li</sub>)<sup>2</sup>
</td>
<td style="width:35.45pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt" colspan="2">
<italic>β<sub>i</sub>
</italic>
</td>
<td style="width:36.85pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">
<italic>1/√(β<sub>i</sub> )</italic>
<italic/>
</td>
<td style="width:56.0pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">∆h<sub>o</sub> (m)</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1</td>
<td style="width:51.05pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00019</td>
<td style="width:53.05pt;border:none;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt" colspan="2">0.04</td>
<td style="width:53.3pt;border:none;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt" colspan="2">0.010</td>
<td style="width:49.6pt;border:none;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt" colspan="2">0.31</td>
<td style="width:49.6pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">55.72</td>
<td style="width:35.45pt;border:none;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt" colspan="2">94.75</td>
<td style="width:36.85pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:56.0pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0082</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00020</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.04</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.010</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.30</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">46.61</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">79.54</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.11</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0080</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00022</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.05</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.010</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.30</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">38.59</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">66.15</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.12</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0077</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00023</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.05</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.009</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.29</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">31.60</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">54.47</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0074</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00025</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.06</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.009</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.28</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">25.55</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">44.36</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.15</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0071</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00028</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.06</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.009</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.27</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">20.37</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">35.72</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.17</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0067</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">7</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00030</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.07</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.009</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.27</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">16.00</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">28.42</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0064</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00033</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.07</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.008</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.26</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">12.35</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">22.33</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0061</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">9</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00037</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.08</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.008</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.25</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">9.36</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">17.33</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.24</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0057</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">10</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00041</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.09</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.008</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.24</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6.95</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">13.30</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.27</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0054</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">11</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00045</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.10</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.007</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.22</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5.04</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">10.12</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.31</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0051</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">12</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00050</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.11</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.007</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.21</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.56</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">7.65</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.36</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0048</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">13</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00056</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.12</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.006</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.19</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.45</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">5.79</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.42</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0045</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">14</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00063</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.14</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.006</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.18</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.64</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">4.43</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.48</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0043</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">15</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00070</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.15</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.005</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.16</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.05</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">3.46</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.54</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0041</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">16</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00076</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.17</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.004</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.13</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.65</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">2.78</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.60</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0040</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">17</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00083</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.18</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.004</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.11</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.37</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">2.32</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.66</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0039</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">18</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00089</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.19</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.003</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.09</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">2.02</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.70</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0039</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">19</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00093</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.20</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.002</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.06</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">1.84</td>
<td style="width:36.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.74</td>
<td style="width:56.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0039</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">20</td>
<td style="width:51.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00096</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.21</td>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.001</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">0.03</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2">1.73</td>
<td style="width:36.85pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.76</td>
<td style="width:56.0pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0039</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">Total flow</td>
<td style="width:51.05pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.01000</td>
<td style="width:53.05pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2"/>
<td style="width:53.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2"/>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2"/>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:30.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:42.0pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt" rowspan="2" colspan="2">Total loss</td>
<td style="width:56.0pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" rowspan="2">0.1100</td>
</tr>
<tr style="height:14.15pt">
<td style="width:90.7pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">Flow difference (%)</td>
<td style="width:51.05pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">80.36000</td>
<td style="width:46.85pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:48.95pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2"/>
<td style="width:49.0pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2"/>
<td style="width:60.75pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" colspan="2"/>
<td style="width:30.3pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
</tr>
<tr>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
<td style="border:none"/>
</tr>
</tbody>
</table>
</alternatives>
<attrib>Source: Created by the authors.</attrib>
</table-wrap>
</p>
<p>In the case of the UASB reactors in San Roque municipality WWTP (<xref ref-type="table" rid="gt9">Table 3</xref>), it is shown that the flow difference, in this case, is 87.10 %, this value being much greater than the 10 % allowed, besides, the losses varied between values of 0.0099 m in the first hole and 0.0038 m in the last hole, with total losses of 0.39 m for the treatment unit. With the above, it is evident that the design of these distribution system in these reactors is not adequate. In this case, since the UASB reactors are a biological process, the distribution of the flow not only affects the hydraulics of the reactor but also affects the contact of the microorganisms with the wastewater, decreasing the efficiency of the process for the removal of the material organic present.</p>
<p>
<table-wrap id="gt9">
<label>Table 3</label>
<caption>
<title>Results of the iteration for the analysis of the existing design of the distribution system in San Roque WWTP</title>
</caption>
<alt-text>Table 3 Results of the iteration for the analysis of the existing design of the distribution system in San Roque WWTP</alt-text>
<alternatives>
<graphic xlink:href="344272383012_gt4.png" position="anchor" orientation="portrait"/>
<table style="border-collapse:collapse;" id="gt4-526564616c7963">
<tbody>
<tr style="height:14.15pt">
<td style="width:103.25pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Holes</td>
<td style="width:59.55pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Q<sub>Li</sub> (m<sup>3</sup>/s)</td>
<td style="width:49.6pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">V<sub>Li</sub> (m/s)</td>
<td style="width:42.5pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Q<sub>ci</sub> (m<sup>3</sup>/s)</td>
<td style="width:42.55pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Vci (m/s)</td>
<td style="width:63.8pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">(Vci/VLi)<sup>2</sup>
</td>
<td style="width:49.6pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">
<italic>β<sub>i</sub>
</italic>
</td>
<td style="width:49.6pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1/<italic>√(</italic>
<italic>β<sub>i</sub> )</italic>
</td>
<td style="width:49.6pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">∆h<sub>o</sub> (m)</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1</td>
<td style="width:59.55pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000055</td>
<td style="width:49.6pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:42.55pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.34</td>
<td style="width:63.8pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">157.95</td>
<td style="width:49.6pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">265.48</td>
<td style="width:49.6pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.061</td>
<td style="width:49.6pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0099</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000056</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.34</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">149.26</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">250.96</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.063</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0099</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000058</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.34</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">140.89</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">236.98</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.065</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0098</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000059</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.34</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">132.84</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">223.54</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.067</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0097</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000060</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.33</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">125.10</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">210.62</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.069</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0096</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000062</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.33</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">117.68</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">198.22</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.071</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0095</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">7</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000064</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.33</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">110.55</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">186.32</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.073</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0094</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000065</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.33</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">103.73</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">174.92</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.076</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0092</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">9</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000067</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.33</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">97.19</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">164.01</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.078</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0091</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">10</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000069</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.32</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">90.94</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">153.57</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.081</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0090</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">11</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000071</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.32</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">84.97</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">143.59</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.083</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0089</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">12</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000073</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.32</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">79.27</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">134.07</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.086</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0088</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">13</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000075</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.32</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">73.83</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">125.00</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.089</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0087</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">14</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000077</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.32</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">68.66</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">116.36</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.093</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0086</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">15</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000079</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.31</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">63.74</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">108.14</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.096</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0,0085</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">16</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000082</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.31</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">59.07</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">100.34</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.100</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0083</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">17</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000084</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.31</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">54.64</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">92.94</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.104</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0082</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">18</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000087</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.31</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">50.44</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">85.94</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.108</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0081</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">19</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000090</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.30</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">46.47</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">79.31</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.112</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0080</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">20</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000093</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.30</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">42.73</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">73.06</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.117</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0078</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">21</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000096</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.30</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">39.20</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">67.16</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.122</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0077</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">22</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000099</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.29</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">35.88</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">61.62</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.127</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0076</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">23</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000103</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.29</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">32.76</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">56.41</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.133</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0074</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">24</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000107</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.29</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">29.84</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">51.53</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.139</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0073</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">25</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000111</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.28</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">27.11</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">46.97</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.146</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0071</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">26</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000115</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.28</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">24.56</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">42.71</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.153</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0070</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">27</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000119</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.28</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">22.18</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">38.75</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.161</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0068</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">28</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000124</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.27</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">19.98</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">35.07</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.169</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0067</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">29</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000129</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.27</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">17.94</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">31.65</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.178</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0065</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">30</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000134</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.27</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">16.05</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">28.50</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.187</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0064</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">31</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000140</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.008</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.26</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">14.31</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">25.60</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.198</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0062</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">32</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000146</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.008</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.26</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">12.72</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">22.93</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.209</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0061</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">33</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000153</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.008</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.25</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">11.25</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">20.49</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.221</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0059</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">34</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000160</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.008</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.25</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">9.92</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">18.27</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.234</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0058</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">35</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000167</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.008</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.24</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8.71</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">16.24</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.248</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0056</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">36</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000175</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.008</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.24</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">7.61</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">14.41</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.263</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0055</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">37</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000183</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.008</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6.62</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">12.76</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.280</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0053</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">38</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000192</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5.73</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">11.28</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.298</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0052</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">39</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000202</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.22</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4.94</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">9.95</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.317</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0050</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">40</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000212</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4.23</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8.77</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.338</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0049</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">41</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000222</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.11</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.61</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">7.73</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.360</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">42</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000234</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.12</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.20</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.06</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6.81</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.383</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0046</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">43</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000245</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.12</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.006</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.58</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6.00</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.408</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0045</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">44</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000258</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.006</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.16</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5.30</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.434</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0044</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">45</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000271</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.006</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.18</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.79</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4.69</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.462</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0043</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">46</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000284</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.006</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.17</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.48</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4.17</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.490</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0042</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">47</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000298</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.15</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.005</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.16</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.21</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.73</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.518</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0041</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">48</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000311</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.15</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.005</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.15</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.99</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.35</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.547</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0040</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">49</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000325</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.16</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.005</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.79</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.02</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.575</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0040</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">50</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000339</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.17</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.004</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.63</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.75</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.603</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0039</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">51</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000352</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.17</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.004</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.12</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.50</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.53</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.629</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0039</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">52</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000365</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.18</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.004</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.11</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.38</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.34</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.654</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0039</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">53</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000377</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.003</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.29</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.19</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.676</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0039</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">54</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000388</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.003</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.06</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.697</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0038</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">55</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000398</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.20</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.15</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.95</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.715</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0038</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">56</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000407</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.20</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.87</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.731</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0038</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">57</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000414</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.20</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.81</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.744</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0038</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">58</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000419</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.76</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.754</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0038</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">59</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000423</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.73</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.761</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0038</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">60</td>
<td style="width:59.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000426</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.71</td>
<td style="width:49.6pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.765</td>
<td style="width:49.6pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0038</td>
</tr>
<tr style="height:11.35pt">
<td style="width:103.25pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:11.35pt">Total flow</td>
<td style="width:59.55pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:11.35pt">0.010000</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:11.35pt"/>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:11.35pt"/>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:11.35pt"/>
<td style="width:63.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:11.35pt"/>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;height:11.35pt"/>
<td style="width:49.6pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:11.35pt" rowspan="2">Total loss</td>
<td style="width:49.6pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:11.35pt" rowspan="2">0.3900</td>
</tr>
<tr style="height:14.15pt">
<td style="width:103.25pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">Flow difference (%)</td>
<td style="width:59.55pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">87.100000</td>
<td style="width:49.6pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:42.55pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:63.8pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:49.6pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
</tr>
</tbody>
</table>
</alternatives>
<attrib>Source: Created by the authors.</attrib>
</table-wrap>
</p>
<p>Finally, from <xref ref-type="table" rid="gt10">Table 4</xref>, it is concluded that the FAFA reactors in the Santiago township WWTP do not have an adequate design in the distribution system, because the flow difference between the first and last hole is 64.13 % (&gt; 10 %) and the total loss had a value of 0.11 m, varying significantly from 0.0051 m in the first hole to 0.0033 in the last one, which affects both the hydraulics of the process and the adherence of the microorganisms to the support medium contained within the reactor.</p>
<p>
<table-wrap id="gt10">
<label>Table 4</label>
<caption>
<title>Results of the iteration for the analysis of the existing design of the distribution system in Santiago WWTP </title>
</caption>
<alt-text>Table 4 Results of the iteration for the analysis of the existing design of the distribution system in Santiago WWTP </alt-text>
<alternatives>
<graphic xlink:href="344272383012_gt6.png" position="anchor" orientation="portrait"/>
<table style="border-collapse:collapse;" id="gt6-526564616c7963">
<tbody>
<tr style="height:14.15pt">
<td style="width:99.0pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Holes</td>
<td style="width:77.05pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">QLi (m3/s)</td>
<td style="width:43.8pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">VLi (m/s)</td>
<td style="width:40.5pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Qci (m3/s)</td>
<td style="width:38.3pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Vci (m/s)</td>
<td style="width:57.85pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">(Vci/VLi)<sup>2</sup>
</td>
<td style="width:41.75pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">
<italic>β<sub>i</sub>
</italic>
</td>
<td style="width:40.95pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1/<italic>√(β<sub>i</sub>)</italic>
</td>
<td style="width:49.6pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">∆h<sub>o</sub> (m)</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1</td>
<td style="width:77.05pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000035</td>
<td style="width:43.8pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:40.5pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:38.3pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:57.85pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">11.25</td>
<td style="width:41.75pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">20.49</td>
<td style="width:40.95pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.22</td>
<td style="width:49.6pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0051</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000037</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">9.92</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">18.27</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0050</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000039</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8.71</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">16.24</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.25</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0049</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000041</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.22</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">7.61</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">14.41</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.26</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000043</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.22</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6.62</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">12.76</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.28</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0046</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000045</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5.73</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">11.28</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.30</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0045</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">7</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000047</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4.94</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">9.95</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.32</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0043</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000049</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.20</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4.23</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8.77</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.34</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0042</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">9</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000052</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.61</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">7.73</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.36</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0041</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">10</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000054</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.11</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.06</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6.81</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.38</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0040</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">11</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000057</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.11</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.18</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.58</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6.00</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.41</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0039</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">12</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000060</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.12</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.17</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.16</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5.30</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.43</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0038</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">13</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000063</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.12</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.17</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.79</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4.69</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.46</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0037</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">14</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000066</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.16</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.48</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4.17</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.49</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0036</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">15</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000069</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.15</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.21</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.73</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.52</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0035</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">16</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000072</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.99</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.35</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.55</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0035</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">17</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000076</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.15</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.79</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3.02</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.58</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0034</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">18</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000079</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.16</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.12</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.63</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.75</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.60</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0034</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">19</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000082</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.16</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.11</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.50</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.53</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.63</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0034</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">20</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000085</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.17</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.38</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.34</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.65</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0033</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">21</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000088</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.17</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.29</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.19</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.68</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0033</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">22</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000090</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.18</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.06</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.70</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0033</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">23</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000092</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.18</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.15</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.95</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.72</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0033</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">24</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000094</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.87</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.73</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0033</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">25</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000096</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.81</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.74</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0033</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">26</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000097</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.76</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.75</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0033</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">27</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000098</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.73</td>
<td style="width:40.95pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:49.6pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0033</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">28</td>
<td style="width:77.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000099</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.20</td>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.000</td>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00</td>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.71</td>
<td style="width:40.95pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.77</td>
<td style="width:49.6pt;border:none;border-bottom:   solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0033</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;border:none;border-bottom:   solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Total flow</td>
<td style="width:77.05pt;border:none;border-bottom:   solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002000</td>
<td style="width:43.8pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:40.5pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:38.3pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:57.85pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:41.75pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:40.95pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" rowspan="2">Total loss</td>
<td style="width:49.6pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" rowspan="2">0.1100</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">Flow difference (%)</td>
<td style="width:77.05pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">64.130000</td>
<td style="width:43.8pt;border:none;border-bottom:   solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:40.5pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:38.3pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:57.85pt;border:none;border-bottom:   solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:41.75pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
</tr>
</tbody>
</table>
</alternatives>
<attrib>Source: Created by the authors.</attrib>
</table-wrap>
</p>
</sec>
<sec>
<title>
<bold>3.2   Pre-dimensioning with the proposed methodology</bold>
</title>
<p>As it was demonstrated in the previous calculations, the design of the distribution system for the three WWTPs is not adequate since they do not fulfill their main function of uniformly distributing the influent flow to the treatment units. For this reason, a pre-dimensioning of these pipes was proposed using the Hudson [<xref ref-type="bibr" rid="redalyc_344272383012_ref14">14</xref>] methodology and taking into account some considerations for wastewater, such as the velocity in the holes and pipes. In general, for the three designs, it was proposed to decrease the number of holes and increase the diameter of the pipe, thus achieving a better distribution of the flow and having speeds that were adequate for each process.</p>
<p>
<xref ref-type="table" rid="gt11">Table 5 </xref>shows the pre-dimensioning of the distribution system in the treatment units of each municipality. In the case of San Carlos municipality, for high-rate settlers, an increase was made in the diameter of the pipeline, going from 8" in the existing design to 14" in the pre-dimensioning and a hole diameter of 2.5". In the case of UASB reactors in San Roque municipality, pre-dimensioning was proposed with an increase in pipe diameter from 8" in the existing design to 12" in pre-dimensioning and a decrease in the diameter of the holes to 1.5". Finally, the pre-dimensioning of the distribution system was carried out in Santiago township WWTP, with an increase in the diameter of the existing pipe from 4" to 8" and the diameter of the hole to 1.5".</p>
<p>
<table-wrap id="gt11">
<label>Table 5</label>
<caption>
<title>Predimensioning of the distribution manifold pipes in each treatment system</title>
<p>
<sup>1</sup> San Carlos municipality; <sup>2</sup> San Roque municipality; <sup>3</sup> Santiago township. θ: Coefficient of head loss at the input, φ: Coefficient of head loss in the change of direction of the current.</p>
</caption>
<alt-text>Table 5 Predimensioning of the distribution manifold pipes in each treatment system</alt-text>
<alternatives>
<graphic xlink:href="344272383012_gt7.png" position="anchor" orientation="portrait"/>
<table style="border-collapse:collapse;" id="gt7-526564616c7963">
<tbody>
<tr style="height:14.15pt">
<td style="width:108.0pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Parameter</td>
<td style="width:133.25pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">High-rate primary settlers<sup>1</sup>
</td>
<td style="width:93.9pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">UASB reactors<sup>2</sup>
</td>
<td style="width:102.65pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">FAFA reactors<sup>3</sup>
</td>
</tr>
<tr style="height:14.15pt">
<td style="width:108.0pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Total flow (m3/s)</td>
<td style="width:133.25pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:93.9pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:102.65pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0019</td>
</tr>
<tr style="height:14.15pt">
<td style="width:108.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Number of holes (#)</td>
<td style="width:133.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">14.00</td>
<td style="width:93.9pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">22.00</td>
<td style="width:102.65pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">12.00</td>
</tr>
<tr style="height:14.15pt">
<td style="width:108.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Hole diameter (inch)</td>
<td style="width:133.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.50</td>
<td style="width:93.9pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.50</td>
<td style="width:102.65pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.50</td>
</tr>
<tr style="height:14.15pt">
<td style="width:108.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Pipe diameter (inch)</td>
<td style="width:133.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">14.00</td>
<td style="width:93.9pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">12.00</td>
<td style="width:102.65pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8.00</td>
</tr>
<tr style="height:14.15pt">
<td style="width:108.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">θ (dimensionless)</td>
<td style="width:133.25pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.70</td>
<td style="width:93.9pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.70</td>
<td style="width:102.65pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.70</td>
</tr>
<tr style="height:14.15pt">
<td style="width:108.0pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">φ (dimensionless)</td>
<td style="width:133.25pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">1.67</td>
<td style="width:93.9pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">1.67</td>
<td style="width:102.65pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">1.67</td>
</tr>
</tbody>
</table>
</alternatives>
<attrib>Source: Created by the authors.</attrib>
</table-wrap>
</p>
<p>The difference in flow rates between the first and last holes with the new design for the high-rate settlers in San Carlos municipality was 9.38 % (<xref ref-type="table" rid="gt12">Table 6</xref>), this being less than 10 %, thus ensuring uniform distribution of the flow in the settler. Additionally, the losses between the holes are equal with values of 0.0047 m in each one, likewise, it is possible to reduce the total pressure loss in the treatment unit since it goes from having a value of 0.11 m in the current design to 0.07 m in the pre-dimensioning carried out, which improves the hydraulic behavior of the settler, reducing the energy required for its operation. It was also found that the speeds in the holes (V<sub>Li</sub>) are very close to 0.2 m/s, which can improve the efficiency of the treatment since, in the existing design, there are very small speeds of up to 0.04 m/s, a situation that can cause sedimentation of particles and possible obstruction of the holes. In this case, the main problem in high rate settling tanks for wastewater is obstructions in the internal pipes and channels. The design of these includes the homogeneous distribution of the flow-through each plate and the effective removal of solids without re-suspension [<xref ref-type="bibr" rid="redalyc_344272383012_ref20">19</xref>]. For these settlers, velocity values are recommended at the entrance of this unit of approximately 0.2 m/s, since lower values cause the deposition of particles in the holes and therefore their obstruction, while higher values can affect the sedimentation process dragging the particles already settled in the plates causing the possible re-suspension of solids and the decrease in the efficiency of the treatment [<xref ref-type="bibr" rid="redalyc_344272383012_ref21">20</xref>].</p>
<p>
<table-wrap id="gt12">
<label>Table 6.</label>
<caption>
<title>Iteration results for the pre-sizing of distribution system in San Carlos</title>
</caption>
<alt-text>Table 6.  Iteration results for the pre-sizing of distribution system in San Carlos</alt-text>
<alternatives>
<graphic xlink:href="344272383012_gt8.png" position="anchor" orientation="portrait"/>
<table style="border-collapse:collapse;" id="gt8-526564616c7963">
<tbody>
<tr style="height:14.15pt">
<td style="width:93.55pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Holes</td>
<td style="width:48.2pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Q<sub>Li</sub> (m<sup>3</sup>/s)</td>
<td style="width:42.55pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">V<sub>Li</sub> (m/s)</td>
<td style="width:42.3pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Q<sub>ci</sub> (m<sup>3</sup>/s)</td>
<td style="width:35.45pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">V<sub>ci</sub> (m/s)</td>
<td style="width:48.2pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">(V<sub>ci</sub>/V<sub>Li</sub>)<sup>2</sup>
</td>
<td style="width:39.7pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">
<italic>β<sub>i</sub>
</italic>
</td>
<td style="width:42.5pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">
<italic>1/√(β<sub>i</sub> )</italic>
</td>
<td style="width:45.35pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">∆h<sub>o</sub> (m)</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1</td>
<td style="width:48.2pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:42.3pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:35.45pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:48.2pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:39.7pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.08</td>
<td style="width:42.5pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.69</td>
<td style="width:45.35pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.21</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.19</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.02</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.70</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.22</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.16</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.97</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.71</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.22</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.008</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.92</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.72</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.22</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.007</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.11</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.88</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.73</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.22</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.007</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.84</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.74</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">7</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.006</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.81</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.74</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.005</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.79</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.75</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">9</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.004</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.76</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.75</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">10</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.004</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.74</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">11</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.003</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.73</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">12</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.72</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">13</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.71</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.77</td>
<td style="width:45.35pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">14</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.23</td>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00</td>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.70</td>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.77</td>
<td style="width:45.35pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0047</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">Total flow</td>
<td style="width:48.2pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0100</td>
<td style="width:42.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:42.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:39.7pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" rowspan="2">Total loss</td>
<td style="width:45.35pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" rowspan="2">0.0700</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">Flow difference (%)</td>
<td style="width:48.2pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">9.3800</td>
<td style="width:42.55pt;border:none;border-bottom:   solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:42.3pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:35.45pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:48.2pt;border:none;border-bottom:   solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:39.7pt;border:none;border-bottom:   solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
</tr>
</tbody>
</table>
</alternatives>
<attrib>Source: Created by the authors.</attrib>
</table-wrap>
</p>
<p>In <xref ref-type="table" rid="gt13">Table 7</xref>, for the UASB reactors in the San Roque municipality, it is evident that the flow difference is less than 10 %, yielding a value of 5.69 %, thus guaranteeing the uniform distribution of flow to have adequate performance in the reactor. All hole’s velocity (V<sub>Li</sub>) showed a value greater than 0.4 m/s and the pipeline velocities (V<sub>ci</sub>) were less than 0.2 m/s, thus ensuring the phenomenon of mixing in the reactor and avoiding air bubbles in this. Likewise, homogeneous head losses are obtained for each of the holes with a value of 0.0175 m, which also helps the proper operation of the treatment system. In this case, the total head loss in the UASB reactor remained at the value of 0.39 m, it was not possible to decrease as in the previous case due to the significant increase in the holes velocity, however, total losses were balanced with increasing the pipe diameter, thus obtaining a value similar to the current design.</p>
<p>
<table-wrap id="gt13">
<label>Table 7</label>
<caption>
<title>Iteration results for the presizing of distribution system in San Roque</title>
</caption>
<alt-text>Table 7 Iteration results for the presizing of distribution system in San Roque</alt-text>
<alternatives>
<graphic xlink:href="344272383012_gt9.png" position="anchor" orientation="portrait"/>
<table style="border-collapse:collapse;" id="gt9-526564616c7963">
<tbody>
<tr style="height:14.15pt">
<td style="width:93.55pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Holes</td>
<td style="width:48.2pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">QLi (m<sup>3</sup>/s)</td>
<td style="width:42.5pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">VLi (m/s)</td>
<td style="width:42.5pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Qci (m<sup>3</sup>/s)</td>
<td style="width:34.0pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Vci (m/s)</td>
<td style="width:53.85pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">(Vci/VLi)<sup>2</sup>
</td>
<td style="width:34.3pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">
<italic>β<sub>i</sub>
</italic>
</td>
<td style="width:42.5pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1/<italic>√(</italic>
<italic>β<sub>i</sub> )</italic>
</td>
<td style="width:42.5pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">∆h<sub>o</sub> (m)</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1</td>
<td style="width:48.2pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00048</td>
<td style="width:42.5pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.42</td>
<td style="width:42.5pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:34.0pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.15</td>
<td style="width:53.85pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:34.3pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.91</td>
<td style="width:42.5pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.72</td>
<td style="width:42.5pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00049</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.43</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.011</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.12</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.89</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.73</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00049</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.43</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.87</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.73</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00049</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.43</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.010</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.86</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.73</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00049</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.43</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.12</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.84</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.74</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00050</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.43</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.009</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.12</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.82</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.74</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">7</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00050</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.44</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.008</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.11</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.81</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.74</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00050</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.44</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.008</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.79</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.75</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">9</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00050</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.44</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.007</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.10</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.78</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.75</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">10</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00050</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.44</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.007</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.09</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.77</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.75</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">11</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00050</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.44</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.006</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.76</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.75</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">12</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.44</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.006</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.75</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">13</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.44</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.005</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.07</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.74</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">14</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.45</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.005</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.73</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">15</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.45</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.004</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.73</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">16</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.45</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.004</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.72</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">17</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.45</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.003</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.71</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">18</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.45</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.003</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.71</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">19</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.45</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.71</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.77</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">20</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.45</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.002</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.70</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.77</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">21</td>
<td style="width:48.2pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.45</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.70</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.77</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">22</td>
<td style="width:48.2pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.00051</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.45</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.001</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00</td>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.70</td>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.77</td>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.0175</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Total flow</td>
<td style="width:48.2pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01100</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:53.85pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:34.3pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" rowspan="2">Total loss</td>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" rowspan="2">0.3900</td>
</tr>
<tr style="height:14.15pt">
<td style="width:93.55pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">Flow difference (%)</td>
<td style="width:48.2pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">5.69000</td>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:34.0pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:53.85pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:34.3pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
</tr>
</tbody>
</table>
</alternatives>
<attrib>Source: Created by the authors.</attrib>
</table-wrap>
</p>
<p>To obtain good performance from UASB reactors, the influent substrate must be evenly distributed across the bottom of the reactors, to ensure adequate close contact between biomass and substrate, improve mixing regime and avoid the presence of dead zones inside the reactor. In this case, the distribution pipeline velocity must be high enough to avoid that the solids present in the tributary frequently obstruct the pipes and, also, allow a speed of less than 0.2 m/s so that the air bubbles occasionally dragged into the tube they may return upwards (in the opposite direction to the wastewater). On the other hand, holes velocity must be greater than 0.4 m/s to favor good mixing, greater contact with the mud bed, and to avoid the deposition of inert solids near the point of discharge of the tube [<xref ref-type="bibr" rid="redalyc_344272383012_ref22">21</xref>].</p>
<p>Finally, in the pre-dimensioning of the FAFA reactors in Santiago township WWTP (<xref ref-type="table" rid="gt14">Table 8</xref>), it was decided to increase both the pipe diameter and that of the hole, this due to the problem of the WWTP regarding the overflow of the reactors, which is caused by the plugging with residues of the pipes and holes, increasing the diameter could solve this problem. The flow difference was 8.39 % (less than 10 %), which guarantees the uniform distribution of the flow, contributing to the efficiency of the treatment. Besides, equal head losses were obtained in the holes with a value of 0.0018 m for each one, and the total head loss in the FAFA was reduced from a value of 0.11 m in the current design to 0.0215 m in the pre- sizing done. On the other hand, the hole speeds (V<sub>Li</sub>) are higher than in the current design, this could also help the overflow problem. However, for the design, it was taken into account that these speeds should not be as great as in UASB reactors (&gt; 4 m/s) because low up-flow rates are needed so that the solids do not leave the effluent and on the contrary, they remain in the filter bed or rosettes, therefore it was decided not to significantly increase this parameter. A very important aspect of the design of anaerobic up-flow filters (FAFA) is the detail of the wastewater inlet and outlet devices since the efficiency of the treatment system depends substantially on the good distribution of the flow in the filter bed and this distribution is subject to the correct calculation of the input and output devices. The up-flow rate must be kept below the limit above which the solids are significantly lost in the effluent. In large scale reactors, the up-flow rate is usually around 2 m/h [<xref ref-type="bibr" rid="redalyc_344272383012_ref22">21</xref>].</p>
<p>
<table-wrap id="gt14">
<label>Table 8</label>
<caption>
<title>Iteration results for the presizing of distribution system in Santiago</title>
</caption>
<alt-text>Table 8 Iteration results for the presizing of distribution system in Santiago</alt-text>
<alternatives>
<graphic xlink:href="344272383012_gt10.png" position="anchor" orientation="portrait"/>
<table style="border-collapse:collapse;" id="gt10-526564616c7963">
<tbody>
<tr style="height:14.15pt">
<td style="width:99.0pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Holes</td>
<td style="width:58.15pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">QLi (m<sup>3</sup>/s)</td>
<td style="width:34.0pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">VLi (m/s)</td>
<td style="width:42.5pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Qci (m<sup>3</sup>/s)</td>
<td style="width:35.45pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">Vci (m/s)</td>
<td style="width:2.0cm;border-top:solid windowtext 1.0pt;border-left:   none;border-bottom:solid windowtext 1.0pt;border-right:none;padding:   0cm 5.4pt 0cm 5.4pt;height:14.15pt">(Vci/VLi)<sup>2</sup>
</td>
<td style="width:42.5pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">
<italic>β<sub>i</sub>
</italic>
</td>
<td style="width:44.05pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1/<italic>√(β<sub>i</sub>)</italic>
</td>
<td style="width:48.1pt;border-top:solid windowtext 1.0pt;   border-left:none;border-bottom:solid windowtext 1.0pt;border-right:none;      padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">∆h<sub>o</sub> (m)</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1</td>
<td style="width:58.15pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00015</td>
<td style="width:34.0pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:42.5pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0019</td>
<td style="width:35.45pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:2.0cm;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.20</td>
<td style="width:42.5pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2.03</td>
<td style="width:44.05pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.70</td>
<td style="width:48.1pt;border:none;   padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">2</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00015</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.16</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.97</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.71</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">3</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00015</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0016</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.13</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.92</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.72</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">4</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00016</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0014</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.11</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.88</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.73</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">5</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00016</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0013</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.04</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.08</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.84</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.74</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">6</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00016</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0011</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.06</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.80</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.74</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">7</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00016</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0010</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.05</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.78</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.75</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">8</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00016</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0008</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.03</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.75</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">9</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00016</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0007</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.73</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">10</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00016</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0005</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.02</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.72</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.76</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">11</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00016</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0003</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.71</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.77</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">12</td>
<td style="width:58.15pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00016</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.14</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0002</td>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.01</td>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.00</td>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">1.70</td>
<td style="width:44.05pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.77</td>
<td style="width:48.1pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt">0.0018</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">Total flow</td>
<td style="width:58.15pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">0.00190</td>
<td style="width:34.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:35.45pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:2.0cm;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:42.5pt;padding:0cm 5.4pt 0cm 5.4pt;height:14.15pt"/>
<td style="width:44.05pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" rowspan="2">Total loss</td>
<td style="width:48.1pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt" rowspan="2">0.0215</td>
</tr>
<tr style="height:14.15pt">
<td style="width:99.0pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">Difference flow (%)</td>
<td style="width:58.15pt;border:none;border-bottom:solid windowtext 1.0pt;      padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt">8.39000</td>
<td style="width:34.0pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:35.45pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:2.0cm;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
<td style="width:42.5pt;border:none;border-bottom:solid windowtext 1.0pt;   padding:0cm 5.4pt 0cm 5.4pt;   height:14.15pt"/>
</tr>
</tbody>
</table>
</alternatives>
<attrib>Source: Created by the authors.</attrib>
</table-wrap>
</p>
</sec>
<sec>
<title>
<bold>3.3   Results comparison</bold>
</title>
<p>
<xref ref-type="fig" rid="gf7">Figure 6 </xref>shows the parameters considered to guarantee an efficient design of the inlet structures of the treatment systems. The percentage of difference in flows between the first and the last well decreased considerably with the new design in the 3 locations compared to the current design (<xref ref-type="fig" rid="gf7">Figure 6a</xref>), with percentages lower than the 10 % recommended to distribute the flow evenly. It has been shown that the overall efficiency of decanters depends on the hydraulic structures, especially the design and location of the inlet and outlet [<xref ref-type="bibr" rid="redalyc_344272383012_ref23">22</xref>]. For example, collection through holes made in the settling elements has been shown to be effective for favor the uniform distribution of the flow and the efficiency of the treatment units [<xref ref-type="bibr" rid="redalyc_344272383012_ref24">23</xref>] as proposed in the present work. However, there are other studies that involve different configurations of input structures, for example in [<xref ref-type="bibr" rid="redalyc_344272383012_ref25">24</xref>] found that changing the location of the inlet and outlet increases the hydraulic performance of treatment systems. In [<xref ref-type="bibr" rid="redalyc_344272383012_ref26">25</xref>] adapted a U-tube chute inlet to a settler increasing solids removal efficiency up to 80 %.</p>
<p>
<fig id="gf7">
<label>Figure 6.</label>
<caption>
<title>Parameters used in the design. (a) Flow difference. (b) Total load loss</title>
</caption>
<alt-text>Figure 6.  Parameters used in the design. (a) Flow difference. (b) Total load loss</alt-text>
<graphic xlink:href="344272383012_gf10.png" position="anchor" orientation="portrait"/>
<attrib>Source: Created by the authors.</attrib>
</fig>
</p>
<p>In [<xref ref-type="bibr" rid="redalyc_344272383012_ref27">26</xref>] found that the most suitable inlet configurations are those fed through a central inlet section manifold at medium flow conditions and fed through a bottom inlet section manifold at low flow conditions.</p>
<p>On the other hand, the total head loss decreased or remained constant for the 3 locations with the new design (<xref ref-type="fig" rid="gf7">Figure 6b</xref>). Studies suggest that the inlet design of treatment systems should focus on decreasing the total head loss and head velocity of the wastewater, avoiding short circuits, alleviating the effects of density currents, and minimizing general disturbances [<xref ref-type="bibr" rid="redalyc_344272383012_ref28">27</xref>].</p>
<p>The comparison of the existing and pre-dimensioned pipe designs is shown in <xref ref-type="fig" rid="gf8">Figure 7</xref>, wherein the case of San Carlos WWTP settlers, the diameter went from 8" to 14" and from 20 holes from 3" to 14 holes 2.5" (<xref ref-type="fig" rid="gf8">Figure 7a</xref>). For Santiago WWTP (<xref ref-type="fig" rid="gf8">Figure 7b</xref>), the diameter of the pipeline went from 4" with 28 holes from 1" to 8" with 12 holes of 1.5" and finally for San Roque municipality, the design changed from 8-pipe" with 60 holes from 2" to 12" with 22 holes of 1.5" (<xref ref-type="fig" rid="gf8">Figure 7c</xref>).</p>
<p>
<fig id="gf8">
<label>Figure 7.</label>
<caption>
<title>Current design diagram of the distribution system and their change with the new pre-dimensioning. a) San Carlos Municipality. b) Santiago township c) San Roque Municipality</title>
</caption>
<alt-text>Figure 7.  Current design diagram of the distribution system and their change with the new pre-dimensioning. a) San Carlos Municipality. b) Santiago township c) San Roque Municipality</alt-text>
<graphic xlink:href="344272383012_gf11.png" position="anchor" orientation="portrait"/>
<attrib>Source: Created by the authors.</attrib>
</fig>
</p>
</sec>
</sec>
<sec>
<title>
<bold>4.     CONCLUSIONS</bold>
</title>
<p>In this study it was verified that the existing design of the distribution system in the three WWTPs is not optimal since it does not meet the main objective of uniformly distributing the flow, thus defining the importance of having a good design in the supply pipes treatment units because they can affect the system operation, especially in the wastewater treatment systems of our country, where this type of pipes are commonly found at the entrance, which are installed without prior design, ignoring the hydraulic conditions of each WWTP and affecting the efficient removal of contaminants, which becomes an environmental problem for receiving water bodies. The pre-dimensioning carried out in addition to ensuring the homogeneous distribution of the flow, provided speeds that positively contribute to the treatment process, since when carrying out this new design it was evident that by reducing the number of holes and increasing the pipe diameter, a better distribution of the flow, in addition, the hole diameter is the predominant parameter to control the speed at the entrance of the treatment unit (holes velocity), which allows maintaining a speed such that no debris is deposited that can plug holes and thus avoid poor distribution of wastewater. The total head loss in the treatment units varied with the speed head in the hole and the coefficient of head loss, therefore, in case of requiring higher speeds in the holes, the diameters of the holes should be decreased. In this way, the losses will increase, however, this can be balanced with the increase in the diameter of the pipe, which would cause a decrease in the coefficient of total head loss (βi), therefore in some cases, it will be possible to reduce losses, which would improve the hydraulic behavior of the treatment unit (San Carlos and Santiago) and in others, it will remain the same (San Roque) or could even increase.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>This work was carried out within the framework of the agreement 329-2019 Cornare University of Antioquia. The authors express their gratitude to the people involved in this work, especially to the Environmental Management and Modeling Research Group (GAIA) of the University of Antioquia for supporting the development of this work.</p>
</ack>
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<fn-group>
<title>Notes</title>
<fn id="fn15" fn-type="other">
<label>-</label>
<p>
<bold> CONFLICTS OF INTEREST </bold>
</p>
<p>The authors declare that there is no conflict of interest.</p>
</fn>
<fn id="fn16" fn-type="other">
<label>-</label>
<p>
<bold> AUTHOR CONTRIBUTIONS </bold>
</p>
<p>Astrid L. Macias contributed to the writing and editing of the document and to the collection and analysis of the information.</p>
<p>Diana C. Rodríguez and Francisco J. Molina contributed to the review of the document and analysis of the information. These authors also contributed to propose the orientation of the theme and the methodological design of the work.</p>
</fn>
</fn-group>
</back>
</article>