<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0122-5383</journal-id>
<journal-title><![CDATA[CT&F - Ciencia, Tecnología y Futuro]]></journal-title>
<abbrev-journal-title><![CDATA[C.T.F Cienc. Tecnol. Futuro]]></abbrev-journal-title>
<issn>0122-5383</issn>
<publisher>
<publisher-name><![CDATA[Instituto Colombiano del Petróleo (ICP) - ECOPETROL S.A.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0122-53832004000100005</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[HORIZONTAL PERMEABILITY DETERMINATION FROM THE ELLIPTICAL FLOW REGIME OF HORIZONTAL WELLS]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Escobar]]></surname>
<given-names><![CDATA[Freddy-Humberto]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Muñoz]]></surname>
<given-names><![CDATA[Oscar-Fernando]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Sepúlveda]]></surname>
<given-names><![CDATA[Jairo-Antonio]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad Surcolombiana Programa de Ingeniería de Petróleos Grupo de Investigación en Pruebas de Pozos]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
</aff>
<pub-date pub-type="pub">
<day>01</day>
<month>12</month>
<year>2004</year>
</pub-date>
<pub-date pub-type="epub">
<day>01</day>
<month>12</month>
<year>2004</year>
</pub-date>
<volume>2</volume>
<numero>5</numero>
<fpage>83</fpage>
<lpage>95</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0122-53832004000100005&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0122-53832004000100005&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0122-53832004000100005&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[The technological development of the oil industry around the globe has resulted in an increase in drilling horizontal wells due to their great efficiency to produce higher amount of oil per unit pressure drawdown. For this reason, it is fundamental to properly identify, evaluate and model the pressure behavior for this type of wells. The current techniques for interpretation of pressure transient tests in horizontal wells include conventional methods (semilog analysis and Cartesian plot of pressure vs. the square root of time) and semilog and log-log type-curve matching analysis. Defining the accurate starting and ending times of the different flow regimes is a drawback of the conventional technique. Type-curve matching requires all flow regimes to be present. Otherwise, type-curve matching will provide non-unique answers. An additional difficulty in conducting horizontal well interpretation may be due to the absence of some of the flow regimes. A technique to interpret horizontal well pressure data eliminating type-curve matching was introduced in 1996 by Engler and Tiab. In that study, however, the elliptical-flow regime was not included. This flow regime has been recognized as an important aspect in horizontal well testing and some research has been devoted to that issue 2,8. It is characterized by a 0,36-slope line on the pressure derivative log-log plot and its governing equation has been already presented in the literature. In this paper, the elliptical-flow regime is used to develop analytical equations to obtain horizontal permeability anisotropy. The intersection points of the elliptical-flow regime with early-linear, early-radial, late-linear and/or late-linear flow regimes have also been used to find new analytical expressions to verify the horizontal permeability or to find the permeability in the y-direction. The proposed methodology was verified successfully by means of the analysis of two examples reported in the literature.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[El desarrollo tecnológico de la industria petrolera alrededor del mundo ha resultado en un aumento en la perforación de pozos horizontales debido a su gran eficiencia para producir mayor cantidad de petróleo por presión por unidad hasta el agotamiento. Por esta razón es fundamenta identificar, evaluar y modelar correctamente el comportamiento de la presión en este tipo de pozos. Las técnicas actuales de la interpretación de la prueba de presión transitoria en pozos horizontales incluyen métodos convencionales (análisis gráficos de presión semilogaritmicos y cartesianos versus la raíz cuadrada del tiempo) y curvas tipos semilogaritmicas y logarítmicas para análisis de coincidencia. El tiempo exacto de inicio y finalización de los diferentes regimenes de flujo es una desventaja de la técnica convencional. Las curvas tipos requieren que todos los regimenes de flujo estén presentes, de lo contrario, las curvas tipos no suministran una respuesta única. Una dificultad adicional en la realización de la interpretación en un pozo horizontal es la falta de algunos de los regimenes de flujo. En 1996 Engler y Tiab introdujeron una técnica para interpretar la información de los datos de presión en los pozos horizontales que elimina el cotejo de las curvas tipo. Sin embargo, en ese estudio no se incluyó el regimen de flujo elíptico. Este regimen de flujo ha sido reconocido como un aspecto importante en las pruebas de pozos horizontales y ciertas investigaciones se han dedicado al tema 2,8. Se caracteriza por una línea pendiente de 0,36 en el plano logarítmico de presión derivada y su ecuación determinante ha sido presentada en la literatura. En este trabajo, el regimen de flujo elíptico se utiliza para desarrollar ecuaciones analíticas y obtener anisotropía con permeabilidad horizontal. Los puntos de intersección del regimen de flujo elíptico con regímenes de flujo lineal-temprano, radial-temprano, lineal-tardío y/o flujo lineal-tardío también han sido utilizados para encontrar nuevas expresiones analíticas para verificar la permeabilidad horizontal o para encontrar permeabilidad en la dirección-y. La metodología propuesta fue verificada con éxito por medio del análisis de dos ejemplos reportados en la literatura.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[anisotropy]]></kwd>
<kwd lng="en"><![CDATA[radial flow]]></kwd>
<kwd lng="en"><![CDATA[pseudoradial flow]]></kwd>
<kwd lng="en"><![CDATA[linear flow]]></kwd>
<kwd lng="en"><![CDATA[permeability]]></kwd>
<kwd lng="en"><![CDATA[intersection points]]></kwd>
<kwd lng="en"><![CDATA[characteristic lines]]></kwd>
<kwd lng="es"><![CDATA[anisotropía]]></kwd>
<kwd lng="es"><![CDATA[flujo radial]]></kwd>
<kwd lng="es"><![CDATA[flujo pseudoradial]]></kwd>
<kwd lng="es"><![CDATA[flujo lineal]]></kwd>
<kwd lng="es"><![CDATA[permeabilidad]]></kwd>
<kwd lng="es"><![CDATA[puntos de intersección]]></kwd>
<kwd lng="es"><![CDATA[líneas características]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[  <font face="verdana" size="2"> <font face="verdana" size="4">    <p align="center"><b>HORIZONTAL   PERMEABILITY DETERMINATION FROM THE ELLIPTICAL FLOW REGIME OF HORIZONTAL WELLS</b></p></font> <font face="verdana" size="2">    <p align="center"><b>Freddy-Humberto Escobar*<sup>1</sup>, Oscar-Fernando Mu&ntilde;oz*<sup>1</sup> and Jairo-Antonio Sep&uacute;lveda*<sup>1</sup></b></p>     <p align="center"><sup>1</sup>Universidad Surcolombiana,   Programa de Ingenier&iacute;a de Petr&oacute;leos, Grupo de Investigaci&oacute;n en Pruebas de Pozos</p>     <p align="center">e-mail:   <a href="mailto:fescobar@usco.edu.co">fescobar@usco.edu.co</a>  e-mail:   <a href="mailto:omunoz@usco.edu.co">omunoz@usco.edu.co</a>  e-mail:   <a href="mailto:jsepulve@usco.edu.co">jsepulve@usco.edu.co</a></p> <i>    <p align="center">(Received 19 July 2004; Accepted 7 October 2004)</p>     <p align="center">* To   whom correspondence may be addressed</p></i></font> <hr>     <p><b>ABSTRACT</b></p>     <p>The   technological development of the oil industry around the globe has resulted in   an increase in drilling horizontal wells due to their great efficiency to   produce higher amount of oil per unit pressure drawdown. For this reason, it is   fundamental to properly identify, evaluate and model the pressure behavior for   this type of wells.</p>     <p>  The current techniques for interpretation of   pressure transient tests in horizontal wells include conventional methods (semilog analysis and Cartesian plot of pressure vs. the   square root of time) and semilog and log-log   type-curve matching analysis. Defining the accurate starting and ending times   of the different flow regimes is a drawback of the conventional technique. Type-curve   matching requires all flow regimes to be present. Otherwise, type-curve   matching will provide non-unique answers. An additional difficulty in   conducting horizontal well interpretation may be due to the absence of some of   the flow regimes.</p>     ]]></body>
<body><![CDATA[<p>A technique to interpret horizontal well pressure data   eliminating type-curve matching was introduced in 1996 by Engler and Tiab. In that study, however, the elliptical-flow   regime was not included. This flow regime has been recognized as an important   aspect in horizontal well testing and some research has been devoted to that   issue 2,8. It is characterized by a 0,36-slope line on the pressure derivative log-log plot and   its governing equation has been already presented in the literature. In this   paper, the elliptical-flow regime is used to develop analytical equations to   obtain horizontal permeability anisotropy. The intersection points of the   elliptical-flow regime with early-linear, early-radial, late-linear and/or   late-linear flow regimes have also been used to find new analytical expressions   to verify the horizontal permeability or to find the permeability in the   y-direction. The proposed methodology was verified successfully by means of the   analysis of two examples reported in the literature.</p> <i>    <p><b>Keywords:</b> anisotropy,   radial flow, pseudoradial flow, linear flow,   permeability, intersection points, characteristic lines.</p></i> <hr>     <p><b>RESUMEN</b></p>     <p>El desarrollo tecnol&oacute;gico de la industria petrolera   alrededor del mundo ha resultado en un aumento en la perforaci&oacute;n de pozos   horizontales debido a su gran eficiencia para producir mayor cantidad de   petr&oacute;leo por presi&oacute;n por unidad hasta el agotamiento. Por esta raz&oacute;n es   fundamenta identificar, evaluar y modelar correctamente el comportamiento de la   presi&oacute;n en este tipo de pozos.</p>     <p>Las t&eacute;cnicas actuales de la   interpretaci&oacute;n de la prueba de presi&oacute;n transitoria en pozos horizontales   incluyen m&eacute;todos convencionales (an&aacute;lisis gr&aacute;ficos de presi&oacute;n semilogaritmicos y cartesianos versus la ra&iacute;z cuadrada del   tiempo) y curvas tipos semilogaritmicas y   logar&iacute;tmicas para an&aacute;lisis de coincidencia. El tiempo exacto de inicio y   finalizaci&oacute;n de los diferentes regimenes de flujo es   una desventaja de la t&eacute;cnica convencional. Las curvas tipos requieren que todos   los regimenes de flujo est&eacute;n presentes, de lo   contrario, las curvas tipos no suministran una respuesta &uacute;nica. Una dificultad   adicional en la realizaci&oacute;n de la interpretaci&oacute;n en un pozo horizontal es la   falta de algunos de los regimenes de flujo.</p>     <p>En   1996 Engler y Tiab introdujeron   una t&eacute;cnica para interpretar la informaci&oacute;n de los datos de presi&oacute;n en los   pozos horizontales que elimina el cotejo de las curvas tipo. Sin embargo, en   ese estudio no se incluy&oacute; el regimen de flujo   el&iacute;ptico. Este regimen de flujo ha sido reconocido   como un aspecto importante en las pruebas de pozos horizontales y ciertas   investigaciones se han dedicado al tema 2,8. Se caracteriza por una l&iacute;nea   pendiente de 0,36 en el plano logar&iacute;tmico de presi&oacute;n derivada y su ecuaci&oacute;n   determinante ha sido presentada en la literatura. En este trabajo, el regimen de flujo el&iacute;ptico se utiliza para desarrollar   ecuaciones anal&iacute;ticas y obtener anisotrop&iacute;a con permeabilidad horizontal. Los   puntos de intersecci&oacute;n del regimen de flujo el&iacute;ptico   con reg&iacute;menes de flujo lineal-temprano, radial-temprano, lineal-tard&iacute;o y/o   flujo lineal-tard&iacute;o tambi&eacute;n han sido utilizados para encontrar nuevas   expresiones anal&iacute;ticas para verificar la permeabilidad horizontal o para   encontrar permeabilidad en la direcci&oacute;n-y. La metodolog&iacute;a propuesta fue   verificada con &eacute;xito por medio del an&aacute;lisis de dos ejemplos reportados en la   literatura.</p> <i>    <p><b>Palabras claves:</b> anisotrop&iacute;a, flujo radial, flujo pseudoradial,   flujo lineal, permeabilidad, puntos de intersecci&oacute;n, l&iacute;neas caracter&iacute;sticas.</p></i>   <hr>     <p><b>NOMENCLATURE</b></p>     <p align="center"><img src="img/revistas/ctyf/v2n5/v2n5a5i1.jpg"></p>     <p><b>INTRODUCTION</b></p>     ]]></body>
<body><![CDATA[<p>Due to their capability to increase reservoir production,   horizontal wells have become very popular in the oil industry during the recent   years. Therefore, it is truly important to appropriately interpret and design   pressure tests conducted in reservoirs that are drained by horizontal wells.</p>     <p>In 1985, Daviau <i>et al.,</i> introduced a technique to analyze pressure tests in   horizontal wells including wellbore storage and skin effects. Clonts and Ramey presented an analytical solution to   describe the pressure behavior for horizontal wells in anisotropic reservoirs.   In 1987, Goode and Thambynayagam obtained an   analytical solution for the three-dimensional diffusivity equation in Cartesian   coordinates. Ozkan <i>et al.,</i> presented new   type curves for horizontal well test interpretation. In 1996, Engler and Tiab extended a modern   technique for well test interpretation known as &quot;Tiab's Direct Synthesis Technique&quot; to horizontal wells in an anisotropic porous   medium. This method eliminates the use of type-curve matching by utilizing   characteristic lines and intersection points found on the pressure and pressure   derivative log-log plot to develop analytical equations to estimate reservoir parameters. Their equations were obtained for four characteristic flow regimes: early radial, early linear, pseudoradial and late linear.</p>     <p>Additionally, Issaka et al. and   Chacon identified a new flow regime, called &quot;Elliptical Flow&quot;, during the pressure behavior of   a horizontal well. This flow regime   corresponds to the transition period between early linear and pseudoradial flow   regimes. It is characterized by a 0,36 slope-line on   the log-log plot of the pressure derivative. Figure   1 shows the pressure profile for the   elliptical flow regime. <a href="#fig2">Figure 2</a>   illustrates the flow regimes developed during a pressure test of a horizontal well.</p>     <p>In this paper, the coordinates of various intersection   points, obtained by extrapolating the straight line of slope 0,36 such that it intersects straight lines corresponding to   other observed flow regimes, i.e.   early radial, early linear, pseudoradial and late   linear (<a href="#fig3">Figure 3</a>), are used to characterize horizontal reservoir anisotropy.   Equations corresponding to these intersection points have been derived for the purpose of verifying horizontal permeability and estimating k<sub>x</sub> and k<sub>y</sub>.</p>     <p><b>MATHEMATICAL FORMULATION</b></p>     <p>Engler and Tiab adopted the model   initially proposed by Goode and Thambynayagam using   the reservoir configuration provided in <a href="#fig4">Figure 4</a> and based on the following assumptions:</p><ul>     <p>1.   Reservoir of thickness h<sub>z</sub> limited by top and bottom closed boundaries.</p>     <p>2. The   reservoir can be considered to be infinite   or semi-infinite along the horizontal   plane (limited in the x-direction).</p>     <p>3. The   well is drilled along the maximum permeability direction.</p>     <p>4. The   horizontal wellbore lies parallel to the top and bottom boundaries, although   off-centered.</p>     ]]></body>
<body><![CDATA[<p>5. A   single slightly-compressible fluid   (oil case) or compressible fluid (for   gas case) flows through the porous   medium.</p>    </ul>     <p align="center"><a name="fig1"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i2.jpg"></p>     <p align="center"><a name="fig2"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i3.jpg"></p>     <p align="center"><a name="fig3"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i4.jpg"></p>     <p align="center"><a name="fig4"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i5.jpg"></p>     <p><b>Characteristic points and lines</b></p>     <p><b>a.</b> Chacon <i>et. al.,</i> presents the dimensionless pressure and pressure derivative equations for the elliptical flow regime:</p>     <p align="center"><a name="equ1"></a><a name="equ2"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i6.jpg"></p>     <p>After substituting the dimensionless quantities into <i><a href="#equ2">Equation2</a></i> and solving for the (k<sub>x</sub>k<sub>y</sub>)<sup>0,5</sup>, it yields:</p>     ]]></body>
<body><![CDATA[<p align="center"><a name="equ3"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i7.jpg"></p>     <p>We can also solve for the reservoir length along the   x-direction:</p>     <p align="center"><a name="equ4"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i8.jpg"></p>     <p>Where <img src="img/revistas/ctyf/v2n5/v2n5a5i9.jpg"> is the pressure derivative value on the elliptical flow line at time of 1 hour.</p>     <p><b>b.</b> As shown in <a href="#fig3">Figure 3</a>, the straight lines drawn on the pressure derivative plot for the different flow regimes are intersected to each other   at specific points. These characteristic   intersecting points provide a tool to estimate or verify reservoir parameters.   An equation for horizontal permeability results from the intersection point of the early radial line with the elliptical lines is given as:</p>     <p align="center"><a name="equ5"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i10.jpg"></p>     <p><b>c.</b> Permeability in the y-direction can be estimated from the   intersection point between the early linear and elliptical flow regime:</p>     <p align="center"><a name="equ6"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i11.jpg"></p>     <p><b>d.</b> The intersection point of the elliptical flow regime and the pseudoradial flow regime also provides an   expression to estimate horizontal permeability:</p>     <p align="center"><a name="equ7"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i12.jpg"></p>     ]]></body>
<body><![CDATA[<p><b>e.</b> The last intersection point corresponds to that of the late   linear and elliptical flow regimes.   This also provides an equation to estimate the y-direction permeability:</p>     <p align="center"><a name="equ8"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i13.jpg"></p>     <p><b>f.</b> The skin factor caused by the elliptical flow regime results from dividing the   dimensionless pressure equation (<i><a href="#equ1">Equation 1</a></i>) by the dimensionless pressure   derivative. After plugging the dimensionless quantities and solving for the   skin factor we obtain:</p>     <p align="center"><a name="equ9"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i14.jpg"></p>     <p>Being &Delta;P<sub>Ell</sub> and   (t*&Delta;P')<sub>Ell</sub> are the pressure and   pressure derivative values read on the elliptical flow line at any convenient time, t<sub>Ell</sub>.   The total skin factor is the summation of the mechanical skin (S<sub>m</sub>), the x-direction pseudoskin,   the z-direction pseudoskin and the skin caused by the   elliptical flow regime.</p>     <p>Corresponding equations for gas flow are presented in Appendix A using the same number as for the   oil equations, i.e. Equations 3 - 9.</p>     <p>Step-by-step procedures</p>     <p><b>Case 1.</b> <b>All flow regimes are observed(Ideal case)</b></p>     <p>The diverse combination of line and points provide several   ways to estimate unknown parameters:</p>     <p>Step 1 – Plot &Delta;P and t*&Delta;P' on a log-log paper.</p>     ]]></body>
<body><![CDATA[<p>Step 2 – Identify the early linear flow regime, read the pressure derivative at any convenient time   on this line and estimate k<sub>y</sub> using <i><a href="#equ11">Equation 11</a></i>.</p>     <p>Step 3 – Use <i><a href="#equ3"><a href="#equ3">Equation 3</a></i> to estimate the horizontal   permeability from the elliptical flow   regime.</p>     <p>Step 4 – Read the intersection point of the early radial and   early linear lines, t<sub>i,er-el</sub> , and find k<sub>z</sub> using <i><a href="#equ22"><a href="#equ22">Equation 22</a></i>.</p>     <p>Step 5 – Estimate k<sub>x</sub> from the intersection time of the early linear and pseudoradial lines using <i><a href="#equ26">Equation 26</a></i>.</p>     <p>Step 6 – Verify the horizontal   permeability, k<sub>h</sub>, by using the   intersection of either the early radial flow, t<sub>i,er-ell</sub> , with the elliptical flow lines (<i><a href="#equ5">Equation 5</a></i>) or the elliptical with pseudoradial lines, t<sub>i,ell-pr</sub>, (<i><a href="#equ7">Equation 7</a></i>).</p>     <p>Step 7 – Estimate k<sub>y</sub> using either the intersection point of the early linear with elliptical lines, t<sub>i,el-ell</sub> ,   (<i><a href="#equ6">Equation 6</a></i>) or the intersection point of the elliptical and late linear flow-regime lines, t<sub>i,ell-ell</sub> , (<i><a href="#equ8">Equation 8</a></i>).</p>     <p>Step 8 – Determine k<sub>z</sub> from the intersection of the early radial and early linear flow regimes, t<sub>i,er-el</sub> using <i><a href="#equ22">Equation 22</a></i>.</p>     <p>Step 9 – Read any point on the late linear flow regime line and estimate the total   skin (S<sub>m</sub> +S<sub>z</sub> +S<sub>x</sub>) using <i><a href="#equ36">Equation 36</a></i>.</p>     <p>Step 10 – Read pressure and pressure derivative values for   any convenient point on the elliptical flow   regime and find the skin factor   caused by elliptical flow using   <i><a href="#equ9">Equation 9</a></i>.</p>     <p><b>Case 2.</b> <b>Reservoir length in the   x-direction, h<sub>x</sub>, is unkown</b></p>     ]]></body>
<body><![CDATA[<p>The elliptical flow   period can be utilized to determine the reservoir length in the x-direction   even when the pressure transient has not reached this boundary.</p>     <p>Step 1 – Same to step 1 of case 1.</p>     <p>Step 2 – Identify the pseudoradial flow period and find k<sub>h</sub> using a pressure   derivative value read at a convenient time on this flow regime from <i><a href="#equ14">Equation 14</a></i>.</p>     <p>Step 3 – From a pressure-derivative value   read at any convenient time on the elliptical flow   line estimate reservoir length along the x-direction, h<sub>x</sub> using <i><a href="#equ4">Equation 4</a></i>.</p>     <p>Step 4 – Find   horizontal permeability as done in Step 6 of case 1.</p>     <p>Step 5 – Estimate k<sub>x</sub>k<sub>y</sub> from the early-radial flow regime   using <i><a href="#equ5">Equation 5</a></i>.</p>     <p>Step 6 – Find k<sub>x</sub>, k<sub>y</sub> and k<sub>z</sub> using , <i><a href="#equ6">Equation 6</a></i> and <i><a href="#equ22">Equation 22</a></i>, respectively.</p>     <p>Step 7 – Identify a convenient point on the early radial flow and estimate the combined skin factor   (S<sub>m</sub> +S<sub>z</sub>)   using either <i>Equation 34</i> or <i>35</i>.</p>     <p>Step 8 – Same as Step 10 of case 1.</p>     <p>Step 9 – If any of the linear flow regimes are observed, k<sub>x</sub>/k<sub>z</sub> can be found from <i>Equation 30</i> using the ratio   of the pressure derivatives at time of early radial and pseudoradial flow regimes.</p>     ]]></body>
<body><![CDATA[<p><b>APPLICATIONS</b></p>     <p><b>Example 1</b></p>     <p>Goode and Thambynayagam presented   an example of a pressure buildup test of a horizontal oil well completed in the   center of a semi-infinite anisotropic   reservoir. Relevant information is given in <a href="#tab1">Table1</a>. Determine x-, y- and   z-direction permeabilities and skin factor.</p>     <p><b>Solution</b></p>     <p>Three well-defined flow regimes are observed in <a href="#fig5">Figure 5</a>: early radial, early linear and   elliptical. The pseudoradial flow regime is seen only at the final   period of time and it is not well defined.   The following information was read from <a href="#fig5">Figure 5</a>:</p>     <p align="center"><a name="tab1"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i15.jpg"></p>     <p>Estimate k<sub>x</sub>k<sub>y</sub> using a pressure derivative at time 1 hour from the elliptical flow period with <a href="#equ3">Equation 3</a>.</p>     <p align="center"><a name="fig5"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i16.jpg"></p>     <p align="center"><a name="equ10"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i17.jpg"></p>     <p>Verify k<sub>h</sub> from the   intersection times of the elliptical line with either early radial line and pseudoradial line, t<sub>i,er-ell</sub> (<i><a href="#equ5">Equation 5</a></i>) and t<sub>i,ell-pr</sub> (<a href="#equ7">Equation 7</a>).</p>     ]]></body>
<body><![CDATA[<p align="center"><a name="equ11"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i18.jpg"></p>     <p>Determine k<sub>y</sub> from <i><a href="#equ6">Equation 6</a></i>.</p>     <p align="center"><a name="equ12"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i19.jpg"></p>     <p>Using an average horizontal permeability value of 70,52 md, k<sub>x</sub> is solved from (k<sub>x</sub>k<sub>y</sub>)<sup>0,5</sup> to be 53,76 md, k<sub>z</sub> is found from <i><a href="#equ22">Equation 22</a></i>.</p>     <p align="center"><a name="equ13"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i20.jpg"></p>     <p>The mechanical skin factor is found from the early radial flow period using <i>Equation 33</i>:</p>     <p align="center"><a name="equ14"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i21.jpg"></p>     <p>The skin factor from linear flow   regime is calculated using <i>Equation 34</i>.</p>     <p align="center"><a name="equ15"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i22.jpg"></p>     <p>The skin factor caused by the elliptical flow regime is found from <i><a href="#equ9">Equation 9</a></i>:</p>     ]]></body>
<body><![CDATA[<p align="center"><a name="equ16"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i23.jpg"></p>     <p>All the estimated values of permeability and skin factor are   in a good agreement with the information provided in <a href="#tab1">Table1</a>.</p>     <p><b>Example 2</b></p>     <p>This example was initially presented by Ozkan for a horizontal oil well completed at the center of a semi-infinite anisotropic reservoir. <a href="#tab1">Table1</a> shows   information of reservoir and well. Find   x-, y- and z-direction permeabilities and reservoir   length in the x-direction.</p>     <p><b>Solution</b></p>     <p>The pressure and pressure derivative curves of Figure 6 exhibit four well-defined flow   regimes as follows: early radial, early linear, elliptical and pseudosteady state. The early linear flow regime is not seen. From Figure 6, the following information is obtained:</p>     <p align="center"><a name="fig6"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i24.jpg"></p>     <p align="center"><a name="fig7"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i25.jpg"></p>     <p>k<sub>h</sub> is estimated from the pseudoradial flow regime using <i><a href="#equ14">Equation 14</a></i>.</p>     <p align="center"><a name="equ17"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i26.jpg"></p>     ]]></body>
<body><![CDATA[<p>h<sub>x</sub> can be   determined from the elliptical flow   using <i><a href="#equ4">Equation 4</a></i>.</p>     <p align="center"><a name="equ18"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i27.jpg"></p>     <p>k<sub>h</sub> is verified from the intersection time of the   elliptical and pseudoradial lines (<a href="#equ7">Equation 7</a>).</p>     <p align="center"><a name="equ19"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i28.jpg"></p>     <p align="center"><a name="equ20"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i29.jpg"></p>     <p>k<sub>y</sub>k<sub>z</sub> is found from the early radial flow using <i><a href="#equ5">Equation 5</a></i>.</p>     <p align="center"><a name="equ21"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i30.jpg"></p>     <p>Again, horizontal permeability is verified from the early radial and elliptical flow regimes:</p>     <p align="center"><a name="equ22"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i31.jpg"></p>     <p>Find k<sub>x</sub>/k<sub>z</sub> from <i>Equation 30</i>,</p>     ]]></body>
<body><![CDATA[<p align="center"><a name="equ23"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i32.jpg"></p>     <p>then, </p>     <p align="center"><a name="equ24"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i33.jpg"></p>     <p>Individual permeabilities cannot be   estimated since the linear flow   regimes are absent. The average horizontal permeability of 37931 md<sup>2</sup> was   found to be in good agreement with the value of 38430 md<sup>2</sup> obtained from <a href="#tab1">Table1</a>. The estimated value of h<sub>x</sub> also shows good agreement with the one in   <a href="#tab1">Table1</a>.</p>     <p><b>CONCLUSIONS</b></p><ul>     <li>The existence of the elliptical flow regime is characterized by a straight   line of slope 0,36 on the pressure derivative curve.   This flow regime occurs between the   early linear and pseudoradial flow regimes and is caused by the influence of the ratio of horizontal well length and reservoir   length in the x-direction.</li>     <li>The intersection points of the elliptical flow regime straight line with the straight   lines corresponding to the other flow   regimes observed are used to find new   expressions for the determination of horizontal permeability and reservoir   length in the x-direction, even if the test is not long enough to reach the   boundary in that direction.</li>     <li>Permeability in the y-direction, k<sub>y</sub>, can be estimated from the intersection   point of the early linear and elliptical flow   regimes. Then, k<sub>x</sub> is easily found.</li>     <li>The new   equations were successfully tested with examples provided in the literature.</li>    </ul>      ]]></body>
<body><![CDATA[<p><b>ACKNOWLEDGMENTS</b></p>      <p>The authors gratefully acknowledge the financial support of the Instituto Colombiano del Petr&oacute;leo (ICP), under the   mutual agreement Number 008 signed between this institution and Universidad Surcolombiana.</p>   <hr>      <p><b>BIBLIOGRAPHY</b></p>      <!-- ref --><p>Chac&oacute;n, A., Djebrouni, A. and Tiab, D., 2004. <i>&quot;</i><i>Determining the average reservoir     pressure from vertical and horizontal well test analysis using tiab's direct     synthesis technique</i><i>&quot;</i>. SPE 88619, Proceedings, SPE Asia Pacific Oil &amp; Gas Conf.   &amp; Exhibition, Perth, Australia, 18-20.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000136&pid=S0122-5383200400010000500001&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p>Clonts, M. D. and Ramey, H. J., 1986. <i>&quot;</i><i>Pressure transient analysis for wells     with horizontal drainholes</i><i>&quot;</i>. SPE 15116, Proceedings, California Regional Meeting, Oakland, CA, 2-4.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000137&pid=S0122-5383200400010000500002&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p>Daviau, F., Mouronval, G., Bourdarot, G. and Curutchet, P., 1985. <i>&quot;</i><i>Pressure analysis for horizontal wells</i><i>&quot;</i>.SPE 14251, SPE Annual Technical Conference and   Exhibition, Las Vegas, NV.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000138&pid=S0122-5383200400010000500003&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p>Engler, T. W. and Tiab, D., 1996. <i>&quot;</i><i>Analysis of pressure and pressure     derivatives without type-curve matching</i><i>. </i><i>6- Horizontal well tests in anisotropic       reservoirs</i><i>&quot;</i>. J. Pet. Sci. and Eng., 15 pp., 153-168.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000139&pid=S0122-5383200400010000500004&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p>Goode, P. A. and Thambynayagam, R. K., 1987. <i>&quot;</i><i>Pressure drawdown and buildup analysis     of horizontal wells in anisotropic media</i><i>&quot;</i>. SPE Formation Evaluation, 683-697.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000140&pid=S0122-5383200400010000500005&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p>Issaka, M. B., Zaoral, K., Ambastha, A. K. and Mattar, L., 2000. <i>&quot;</i><i>Determination of horizontal permeability     anisotropy from horizontal well tests</i><i>&quot;</i>. SPE Saudi Arabia Section Technical   Symposium, Dhahran, Saudi Arabia, 21-23.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000141&pid=S0122-5383200400010000500006&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p>Ozkan, E., Raghavan, R., and Joshi, S. D., 1989. <i>&quot;</i><i>Horizontal well pressure analysis</i><i>&quot;</i>.SPEFE, 567.&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000142&pid=S0122-5383200400010000500007&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><!-- ref --><p>Ozkan, E., 1999. <i>&quot;</i><i>Analysis of horizontal-well responses</i><i>: </i><i>contemporary vs. conventional</i><i>&quot;</i>. SPE 52199, Proceedings, SPE Mid-Continent Operations Symposium, Oklahoma City, Oklahoma, 28-31. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;[&#160;<a href="javascript:void(0);" onclick="javascript: window.open('/scielo.php?script=sci_nlinks&ref=000143&pid=S0122-5383200400010000500008&lng=','','width=640,height=500,resizable=yes,scrollbars=1,menubar=yes,');">Links</a>&#160;]<!-- end-ref --><p><b>APPENDIX A. GAS   RESERVOIRS' EQUATIONS</b></p>          <p><b>Elliptical flow   regime</b></p>        <p align="center"><a name="equ1"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i34.jpg"></p>       <p><b>Intersection points</b></p>     <p align="center"><a name="equ1"></a><img src="img/revistas/ctyf/v2n5/v2n5a5i35.jpg"></p> </font>      ]]></body><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chacón]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Djebrouni]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Tiab]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Determining the average reservoir pressure from vertical and horizontal well test analysis using tiab's direct synthesis technique]]></article-title>
<source><![CDATA[]]></source>
<year>2004</year>
<conf-name><![CDATA[18-20 SPE Asia Pacific Oil & Gas Conf. & Exhibition]]></conf-name>
<conf-loc>Perth </conf-loc>
</nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Clonts]]></surname>
<given-names><![CDATA[M. D.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramey]]></surname>
<given-names><![CDATA[H. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Pressure transient analysis for wells with horizontal drainholes]]></article-title>
<source><![CDATA[]]></source>
<year>1986</year>
<conf-name><![CDATA[2-4 California Regional Meeting]]></conf-name>
<conf-loc>Oakland CA</conf-loc>
</nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Daviau]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Mouronval]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Bourdarot]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Curutchet]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Pressure analysis for horizontal wells]]></article-title>
<source><![CDATA[]]></source>
<year>1985</year>
<conf-name><![CDATA[ SPE Annual Technical Conference and Exhibition]]></conf-name>
<conf-loc>Las Vegas NV</conf-loc>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Engler]]></surname>
<given-names><![CDATA[T. W.]]></given-names>
</name>
<name>
<surname><![CDATA[Tiab]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Analysis of pressure and pressure derivatives without type-curve matching: 6- Horizontal well tests in anisotropic reservoirs]]></article-title>
<source><![CDATA[J. Pet. Sci. and Eng.]]></source>
<year>1996</year>
<page-range>153-168</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Goode]]></surname>
<given-names><![CDATA[P. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Thambynayagam]]></surname>
<given-names><![CDATA[R. K.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Pressure drawdown and buildup analysis of horizontal wells in anisotropic media]]></article-title>
<source><![CDATA[]]></source>
<year>1987</year>
<page-range>683-697</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Issaka]]></surname>
<given-names><![CDATA[M. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Zaoral]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Ambastha]]></surname>
<given-names><![CDATA[A. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Mattar]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Determination of horizontal permeability anisotropy from horizontal well tests]]></article-title>
<source><![CDATA[]]></source>
<year>2000</year>
<conf-name><![CDATA[21-23 SPE Saudi Arabia Section Technical Symposium]]></conf-name>
<conf-loc>Dhahran </conf-loc>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ozkan]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Raghavan]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Joshi]]></surname>
<given-names><![CDATA[S. D.]]></given-names>
</name>
</person-group>
<article-title xml:lang="en"><![CDATA[Horizontal well pressure analysis]]></article-title>
<source><![CDATA[SPEFE]]></source>
<year>1989</year>
<volume>567</volume>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ozkan]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
</person-group>
<source><![CDATA[Analysis of horizontal-well responses: contemporary vs. conventional]]></source>
<year>1999</year>
<conf-name><![CDATA[28-31 SPE Mid-Continent Operations Symposium]]></conf-name>
<conf-loc>Oklahoma City Oklahoma</conf-loc>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
