<?xml version="1.0" encoding="utf-8"?>
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<article article-type="research-article" dtd-version="1.1" specific-use="sps-1.7" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
	<front>
		<journal-meta>
			<journal-id journal-id-type="publisher-id">dyna</journal-id>
			<journal-title-group>
				<journal-title>DYNA</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Dyna rev.fac.nac.minas</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="ppub">0012-7353</issn>
			<publisher>
				<publisher-name>Universidad Nacional de Colombia</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.15446/dyna.v85n207.72281</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Artículos</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>A practical calculation of the distance to a discontinuity in anisotropic systems from well test interpretation</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Cálculo práctico de la distancia a una discontinuidad en sistemas anisotrópicos a partir de la interpretación de pruebas de presión</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<name>
						<surname>Escobar</surname>
						<given-names>Freddy Humberto</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>
 <italic>a</italic>
</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Bonilla</surname>
						<given-names>Luis Fernando</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>
 <italic>a</italic>
</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Hernández</surname>
						<given-names>Claudia Marcela</given-names>
					</name>
					<xref ref-type="aff" rid="aff2"><sup>
 <italic>b</italic>
</sup></xref>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<label>a</label>
				<institution content-type="original"> Grupo de Investigación GIPE, Facultad de Ingeniería, Universidad Surcolombiana, Neiva, Colombia. fescobar@usco.edu.co, fernando.bonillla@usco.edu.co, </institution>
				<institution content-type="normalized">Universidad Surcolombiana</institution>
				<institution content-type="orgdiv2">Grupo de Investigación GIPE</institution>
				<institution content-type="orgdiv1">Facultad de Ingeniería</institution>
				<institution content-type="orgname">Universidad Surcolombiana</institution>
				<addr-line>
					<city>Neiva</city>
				</addr-line>
				<country country="CO">Colombia</country>
				<email>fescobar@usco.edu.co</email>
				<email>fernando.bonillla@usco.edu.co</email>
			</aff>
			<aff id="aff2">
				<label>b</label>
				<institution content-type="original"> Ecopetrol, Bogotá, Colombia. claudiama.hernandez@ecopetrol.com.co </institution>
				<institution content-type="orgname">Ecopetrol</institution>
				<addr-line>
					<city>Bogotá</city>
				</addr-line>
				<country country="CO">Colombia</country>
			</aff>
			<pub-date pub-type="epub-ppub">
				<season>Oct-Dec</season>
				<year>2018</year>
			</pub-date>
			<volume>85</volume>
			<issue>207</issue>
			<fpage>65</fpage>
			<lpage>73</lpage>
			<history>
				<date date-type="received">
					<day>18</day>
					<month>05</month>
					<year>2018</year>
				</date>
				<date date-type="rev-recd">
					<day>11</day>
					<month>09</month>
					<year>2018</year>
				</date>
				<date date-type="accepted">
					<day>24</day>
					<month>09</month>
					<year>2018</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/" xml:lang="en">
					<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License</license-p>
				</license>
			</permissions>
			<abstract>
				<title>Abstract</title>
				<p>Well testing is the cheapest and most accurate tool available to find the distance from a well to a linear constant-pressure boundary or fault. Several methods exist in the literature with which to determine this parameter. Most of them use conventional analysis and are only useful for isotropic reservoir systems. The few methods for anisotropic systems obtain the well-to-discontinuity distance through conventional analysis, type-curve matching and <italic>TDS</italic> technique, and then a correction by anisotropic effects is applied. In this work, a unified behavior of the pressure derivative was found, so the new shorter and most practical expressions used to find the distance from the well to the discontinuity, including the simultaneous effects of anisotropy angle and anisotropy index, are included. These new formulae were successfully tested with two synthetic examples and one field case example, and deviation errors higher than 30% are observed if an anisotropic system is treated as an isotropic one.</p>
			</abstract>
			<trans-abstract xml:lang="es">
				<title>Resumen</title>
				<p>Las pruebas de presión constituyen la herramienta más económica y precisa disponible para encontrar la distancia desde un pozo a un límite o falla de presión constante lineal. Existen varios métodos en la literatura para determinar este parámetro. La mayoría de ellos usa análisis convencionales y solo son útiles para sistemas de yacimientos isotrópicos. Los pocos métodos para sistemas anisotrópicos obtienen la distancia entre el pozo y la discontinuidad a través del análisis convencional, el ajuste de curvas de tipos y la técnica <italic>TDS</italic>, y luego se aplica una corrección por efectos anisotrópicos. En este trabajo, se encontró un comportamiento unificado de la derivada a presión, por lo que se incluyen las nuevas expresiones más cortas y prácticas para encontrar la distancia desde el pozo a la discontinuidad, incluidos los efectos simultáneos del ángulo de anisotropía y el índice de anisotropía. Estas nuevas fórmulas se probaron con éxito con dos ejemplos sintéticos y un ejemplo de caso de campo, y se observan errores de desviación superiores al 30% si un sistema anisotrópico se trata como si fuese un sistema isotrópico.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title><italic>Keywords:</italic></title>
				<kwd>anisotropy</kwd>
				<kwd>linear boundary</kwd>
				<kwd>fault, constant-pressure boundary</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title><italic>Palabras Clave:</italic></title>
				<kwd>anisotropía</kwd>
				<kwd>barrera lineal</kwd>
				<kwd>falla</kwd>
				<kwd>frontera a presión constante</kwd>
			</kwd-group>
			<counts>
				<fig-count count="12"/>
				<table-count count="2"/>
				<equation-count count="52"/>
				<ref-count count="25"/>
				<page-count count="9"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>1. Introduction</title>
			<p>Well testing is the cheapest way of reservoir characterization. Although it provides the most accurate option for finding distances from well to faults/discontinuities, reservoir characteristics and geology speed up or delay the transient wave travel time, leading to erroneous interpretations when isotropic methods are used.</p>
			<p>Most of the well test methods to estimate the distance from wells to linear boundaries are presented for isotropic cases. In the semilog plot, a fault is detected when the slope of the radial flow regime doubles its value. The intercept of lines going through these two semilog lines are normally used to find the distance from the well to the fault. Among the isotropic methods, the following can be named: [<xref ref-type="bibr" rid="B8">8</xref>,<xref ref-type="bibr" rid="B9">9</xref>,<xref ref-type="bibr" rid="B17">17</xref>,<xref ref-type="bibr" rid="B20">20</xref>], MDH presented by [<xref ref-type="bibr" rid="B2">2</xref>,<xref ref-type="bibr" rid="B3">3</xref>,<xref ref-type="bibr" rid="B6">6</xref>,<xref ref-type="bibr" rid="B7">7</xref>,<xref ref-type="bibr" rid="B16">16</xref>,<xref ref-type="bibr" rid="B18">18</xref>,<xref ref-type="bibr" rid="B21">21</xref>,<xref ref-type="bibr" rid="B22">22</xref>], Sabet presented by [<xref ref-type="bibr" rid="B24">24</xref>] and [<xref ref-type="bibr" rid="B24">24</xref>]. [<xref ref-type="bibr" rid="B13">13</xref>] compiled the methods produced until 1970.</p>
			<p>Regarding the application of the pressure derivative, the work by [<xref ref-type="bibr" rid="B4">4</xref>] presented a new mathematical solution for a linear boundary detection, including wellbore storage and skin factor. The authors also developed a type-curve matching procedure and verified its application with a synthetic example. The first <italic>TDS</italic> Technique, [<xref ref-type="bibr" rid="B25">25</xref>], approach to find the distance from the well to a given linear discontinuity was presented by [<xref ref-type="bibr" rid="B19">19</xref>]. To estimate fault-to-well distance, they used the time at which radial flow regime ends.</p>
			<p>[<xref ref-type="bibr" rid="B23">23</xref>] were the first to include fault detection in anisotropic reservoirs. Although they used conventional analysis (intersection of semilog lines) for the interpretation, new expressions for determining actual well image location and true distance were included. Later, [<xref ref-type="bibr" rid="B14">14</xref>] and [<xref ref-type="bibr" rid="B15">15</xref>], based on the work by [<xref ref-type="bibr" rid="B23">23</xref>], developed a new mathematical solution, including wellbore storage and skin factor. They provided both <italic>TDS</italic> Technique and type-curve matching interpretation techniques. Once the fault distance is found, the true distance-corrected by anisotropy effects-is obtained using the formulae of [<xref ref-type="bibr" rid="B23">23</xref>].</p>
			<p>This work is also based on the works of [<xref ref-type="bibr" rid="B15">15</xref>] and [<xref ref-type="bibr" rid="B23">23</xref>]. A more general and practical formula was also developed using the time at which the radial flow regime ends. However, this new formula includes the effects of both anisotropy angle and anisotropy index. It was obtained by creating a unified behavior of pressure derivative against <italic>(</italic>
 <sub>
 <italic>FC</italic>
</sub> 
 <italic>t</italic>
 <sub>
 <italic>D</italic>
</sub> /(<italic>I</italic>
 <sub>
 <italic>A</italic>
</sub> 
 <sup>0.5</sup>
 <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> 
 <sup>2</sup>), where <italic>(</italic>
 <sub>
 <italic>FC</italic>
</sub> is a correction factor involving the anisotropy angle and <italic>I</italic>
 <sub>
 <italic>A</italic>
</sub> is the areal anisotropy index (<italic>k</italic>
 <sub>
 <italic>x</italic>
</sub> /<italic>k</italic>
 <sub>
 <italic>y</italic>
</sub> ). When the ending time of the radial flow regime is obscured by noise, the inflection point observed between the two pressure derivative plateaus is used in a similar equation. However, this inflection point is better determined using the maximum point on the second pressure derivative curve. For the case of a constant-pressure boundary, a negative unit slope line is developed. An equation for such a line was empirically (linear regression) obtained, so an arbitrary point read on such a line is used to find the distance from the well to the discontinuity. Also, the intersect of such a line with the extension of the radial flow regime line is used to develop another expression to find the distance to the constant-pressure boundary. Synthetic examples and a field case were used to successfully verify the developed equations. Care must be taken if an anisotropic reservoir is dealt with as an isotropic system, since the error could be as high as 100%.</p>
		</sec>
		<sec>
			<title>2. Mathematical model</title>
			<p>The classic assumptions used in well test analysis also apply here; this means that, regardless of gravity, a single and slightly compressible fluid with constant viscosity, a homogeneous porous medium and maximum permeability and minimum permeability are oriented in the <italic>x</italic> and <italic>y</italic> directions, respectively, the <italic>x-y</italic> coordinate system can be transformed by changing the scale along each axis:</p>
			<p>
				<disp-formula id="e1">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e1.png"/>
				</disp-formula>
			</p>
			<p>
				<disp-formula id="e2">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e2.png"/>
				</disp-formula>
			</p>
			<p>Thus, <italic>I</italic>
 <sub>
 <italic>A</italic>
</sub> the anisotropic index or horizontal permeability ratio, is defined by the following:</p>
			<p>
				<disp-formula id="e3">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e3.png"/>
				</disp-formula>
			</p>
			<p>The method of images, [<xref ref-type="bibr" rid="B5">5</xref>], can be applied once the coordinate change is achieved to convert to isotropic conditions. [<xref ref-type="bibr" rid="B23">23</xref>] presented a general well imaging technique based on Eqs. (1) and (2), so actual image well location is given by the following:</p>
			<p>
				<disp-formula id="e4">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e4.jpg"/>
				</disp-formula>
			</p>
			<p>
				<disp-formula id="e5">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e5.jpg"/>
				</disp-formula>
			</p>
			<p>These equations imply that the well image location in an anisotropic medium is a function of both the anisotropy index and the angle formed by the fault and the principal permeability axis. Isotropic system results whenever the fault is normal to either principal axis (<italic>(</italic> = 0 or <italic>(</italic>/2) as demonstrated by [<xref ref-type="bibr" rid="B23">23</xref>]. Who also provided A better picture is given in <xref ref-type="fig" rid="f1">Fig. 1</xref>, and a detailed development of <xref ref-type="disp-formula" rid="e4">Eqs. (4)</xref> and (<xref ref-type="disp-formula" rid="e5">5</xref>) is presented by [<xref ref-type="bibr" rid="B23">23</xref>]. Using these equations, they also arrived at the following:</p>
			<p>
				<disp-formula id="e6">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e6.jpg"/>
				</disp-formula>
			</p>
			<p>
				<fig id="f1">
					<label>Figure 1</label>
					<caption>
						<title>Effect of fault-well distance, <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> , on the pressure derivative behavior for isotropic systems</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-207-65-gf1.jpg"/>
					<attrib><bold>Source:</bold> Authors</attrib>
				</fig>
			</p>
			<p>Where (<italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> )<sub>
 <italic>app</italic>
</sub> is the apparent or uncorrected well-to-fault distance found for the isotropic system case. Estimation of well pressure behavior is obtained once the image well location is determined. The denominator of <xref ref-type="disp-formula" rid="e6">Eq. (6)</xref> can be read from <xref ref-type="fig" rid="f9">Fig. 9</xref> by [<xref ref-type="bibr" rid="B23">23</xref>]. [<xref ref-type="bibr" rid="B15">15</xref>] provided a general solution, including wellbore storage and skin factor, for a well near either a sealing fault or a constant-pressure boundary. This solution avoids setting many well images.</p>
			<p>
				<disp-formula id="e7">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e7.jpg"/>
				</disp-formula>
			</p>
			<p>Being that</p>
			<p>
				<disp-formula id="e8">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e8.jpg"/>
				</disp-formula>
			</p>
			<p>The ( symbol in <xref ref-type="disp-formula" rid="e7">Eq. (7)</xref> considers the solution for either the fault or constant-pressure boundary. When the sign is positive, a sealing fault is near the well. When the sign is negative, a constant-pressure boundary is then set, and radial stabilization characterized by a negative-unit slope in the pressure derivative curve is presented once the constant-pressure boundary is felt by the transient wave. Radial stabilization has been characterized by [<xref ref-type="bibr" rid="B11">11</xref>] and [<xref ref-type="bibr" rid="B12">12</xref>]. The two terms at the right side of <xref ref-type="disp-formula" rid="e7">Eq.(7)</xref> are defined by the following:</p>
			<p>
				<disp-formula id="e9">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e9.jpg"/>
				</disp-formula>
			</p>
			<p>
				<disp-formula id="e10">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e10.png"/>
				</disp-formula>
			</p>
		</sec>
		<sec sec-type="methods|discussion">
			<title>3. Interpretation methodology</title>
			<p>The <italic>TDS</italic> Technique, [<xref ref-type="bibr" rid="B25">25</xref>], is a powerful and practical interpretation technique that uses characteristic lines and features found on the pressure derivative plot. The solutions of the diffusivity equation for each individual flow regime are used to develop mathematical expressions to determine reservoir parameters. Maximum points, minimum points and inflection points are also used to develop equations for further reservoir characterization or parameter verification. Even though the intersection of the governing equations of two given flow regimes do not have any physical meaning, its use also allows further expressions to be developed to create more equations. </p>
			<p>Let us start by defining some dimensional quantities for oil reservoirs:</p>
			<p>
				<disp-formula id="e11">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e11.png"/>
				</disp-formula>
			</p>
			<p>The dimensionless pressure and pressure derivative follow:</p>
			<p>
				<disp-formula id="e12">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e12.png"/>
				</disp-formula>
			</p>
			<p>
				<disp-formula id="e13">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e13.png"/>
				</disp-formula>
			</p>
			<p>The application of <xref ref-type="disp-formula" rid="e7">Eq.(7)</xref> leads to several pressure derivatives versus time behaviors, as displayed in <xref ref-type="fig" rid="f2">Figs. 2</xref> through 5. As can be seen, a variety of derivatives and, of course, pressure responses are obtained as the parameters are varied. This makes the application of type-curve matching difficult, as proposed by [<xref ref-type="bibr" rid="B15">15</xref>]. [<xref ref-type="bibr" rid="B15">15</xref>] also extended the <italic>TDS</italic> Technique for anisotropic systems but they involved an expression for the estimation of the true well-to-discontinuity distance with <xref ref-type="disp-formula" rid="e6">Eq.(6)</xref>, presented by [<xref ref-type="bibr" rid="B23">23</xref>]. A more practical application of the <italic>TDS</italic> Technique will be developed here.</p>
			<p>
				<fig id="f2">
					<label>Figure 2</label>
					<caption>
						<title>Effect of anisotropy index, <italic>I</italic>
 <sub>
 <italic>A</italic>
</sub> , on the pressure derivative behavior for anisotropic systems; <italic>(</italic> = 0 and <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> = 1500 ft.</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-207-65-gf2.png"/>
					<attrib><bold>Source:</bold> Authors</attrib>
				</fig>
			</p>
			<p>
				<xref ref-type="fig" rid="f1">Fig. 1</xref> presents the pressure derivative behavior for three different well-to-fault distances in isotropic systems. A unique behavior for the three systems is required to obtain the characteristic points that will be used to develop the interpretation equations. Notice in <xref ref-type="fig" rid="f1">Fig. 1</xref> that the dimensionless time at which the fault is felt increases as the well-fault distance increases; then, for the behavior unification, the dimensionless time is divided by the distance, <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> 
 <sup>
 <italic>n</italic>
</sup> , where <italic>n</italic> is an unknown exponent that may affect the unified behavior. Although, not shown here, when <italic>n</italic> = 1, no unified behavior is obtained; then, <italic>n</italic> must be different than one and ought to be determined. A simple procedure to find <italic>n</italic> is based on the use of the pressure derivative curve with <italic>L</italic>
 <sub>
 <italic>f</italic> 
</sub> = 1 ft.; in such a case, <italic>n</italic> has no impact on the pressure derivative curve, since a division by the unity does not cause any alteration on the result (see <xref ref-type="fig" rid="f5">Fig. 5</xref>). To find the value of <italic>n</italic>, an arbitrary point is chosen during the time between the two plateaus seen on the pressure derivative, which is the matching zone of interest on the curve <italic>L</italic>
 <sub>
 <italic>f</italic> 
</sub> = 1 ft. The arbitrary chosen reference point was the inflection point. An analogous point is taken from another curve with <italic>L</italic>
 <sub>
 <italic>f</italic> 
</sub> &gt; 1. For this case, the arbitrary curve for <italic>L</italic>
 <sub>
 <italic>f</italic> 
</sub> = 1500 ft. was chosen. The reading points are then obtained from <xref ref-type="fig" rid="f2">Figs. 2</xref> and <xref ref-type="fig" rid="f6">6</xref>:</p>
			<p>
				<disp-formula id="e14">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e14.png"/>
				</disp-formula>
			</p>
			<p>Therefore, the following matching expression is given:</p>
			<p>
				<disp-formula id="e15">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e15.png"/>
				</disp-formula>
			</p>
			<p>Which can easily be written as</p>
			<p>
				<disp-formula id="e16">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e16.png"/>
				</disp-formula>
			</p>
			<p>Replacing the reading values from <xref ref-type="fig" rid="f2">Figs. 2</xref> and <xref ref-type="fig" rid="f6">6</xref>.</p>
			<p>
				<disp-formula id="e17">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e17.png"/>
				</disp-formula>
			</p>
			<p>Then, <italic>n</italic> = 2 is determined using <xref ref-type="disp-formula" rid="e16">Eq.(16)</xref>. Therefore, after dividing the dimensionless time of <xref ref-type="fig" rid="f1">Fig. 1</xref> by <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> 
 <sup>2</sup>, a unique curve, as given in <xref ref-type="fig" rid="f4">Fig. 4</xref>, will be obtained.</p>
			<p>A similar treatment was first performed on <xref ref-type="fig" rid="f2">Fig. 2</xref> for the anisotropy index. As seen on that plot, the inflection point increases as the anisotropy index increases its effect in the denominator. An <italic>n</italic> value of 0.5 was found with a procedure similar to the one used for the well-to-fault distance case. In <xref ref-type="fig" rid="f3">Fig. 3</xref>, the effect of the anisotropy angle, <italic>(</italic>; is presented. As <italic>(</italic> increases, the inflection point shows up earlier, meaning that its effect goes in the numerator. The <italic>n</italic> exponent for this case is the unity, but the effect changes when <italic>(</italic> ( <italic>(</italic>/2. Then, finally, the unified behavior is obtained when the dimensionless time is multiplied by a correction factor, <italic>(</italic>
 <sub>
 <italic>FC</italic>
</sub> , and divided by the product of the square root of the anisotropy index times the squared well-to-fault distance. The range of angles applied for <italic>(</italic>
 <sub>
 <italic>FC</italic>
</sub> is given in <xref ref-type="disp-formula" rid="e19">Eq.(19)</xref>. This also works for the constant-pressure boundary case, as shown in <xref ref-type="fig" rid="f4">Fig. 4</xref>. <xref ref-type="fig" rid="f6">Fig. 6</xref> presents a unified dimensionless pressure derivative behavior against <italic>(</italic>
 <sub>
 <italic>FC</italic>
</sub> 
 <italic>t</italic>
 <sub>
 <italic>D</italic>
</sub> /(<italic>I</italic>
 <sub>
 <italic>A</italic>
</sub> 
 <sup>0.5</sup>
 <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> 
 <sup>2</sup>). In other words, universal dimensionless pressure derivative behavior is obtained. From that plot, the inflection time, <italic>t</italic>
 <sub>inf</sub>-once the fault has been felt-for all cases is given by the following:</p>
			<p>
				<fig id="f3">
					<label>Figure 3</label>
					<caption>
						<title>Effect of anisotropy angle on the pressure derivative behavior for anisotropic systems; <italic>I</italic>
 <sub>
 <italic>A</italic>
</sub> = 10 and <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> = 1500 ft.</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-207-65-gf3.png"/>
					<attrib><bold>Source:</bold> Authors</attrib>
				</fig>
			</p>
			<p>
				<fig id="f4">
					<label>Figure 4</label>
					<caption>
						<title>Mixed effect of anisotropy index, <italic>I</italic>
 <sub>
 <italic>A</italic>
</sub> ; anisotropy angle, <italic>(</italic>; and discontinuity-well distance, <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> , on the pressure derivative behavior for an anisotropic system</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-207-65-gf4.png"/>
					<attrib><bold>Source:</bold> Authors</attrib>
				</fig>
			</p>
			<p>
				<fig id="f5">
					<label>Figure 5</label>
					<caption>
						<title>Pressure derivative behavior for isotropic systems; <italic>L</italic>
 <sub>
 <italic>f</italic> 
</sub> = 1 ft.</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-207-65-gf5.png"/>
					<attrib><bold>Source:</bold> Authors</attrib>
				</fig>
			</p>
			<p>
				<fig id="f6">
					<label>Figure 6</label>
					<caption>
						<title>Unified pressure derivative behavior for anisotropic system with different values of anisotropy index, <italic>I</italic>
 <sub>
 <italic>A</italic>
</sub> ; anisotropy angle, <italic>(</italic>; and discontinuity-well distance, <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub></title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-207-65-gf6.png"/>
					<attrib><bold>Source:</bold> Authors</attrib>
				</fig>
			</p>
			<p>
				<disp-formula id="e18">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e18.png"/>
				</disp-formula>
			</p>
			<p>The distance from the well to the linear boundary is obtained from the following:</p>
			<p>
				<disp-formula id="e19">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e19.png"/>
				</disp-formula>
			</p>
			<p>The anisotropy angle correction factor, <italic>(</italic>
 <sub>
 <italic>FC</italic>
</sub> , is given by the below:</p>
			<p>
				<disp-formula id="e20">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e20.png"/>
				</disp-formula>
			</p>
			<p>For the sealing-fault case, the inflection time is better obtained using the maximum point obtained on the second pressure derivative curve.</p>
			<p>It is also shown in <xref ref-type="fig" rid="f6">Fig. 6</xref> that the radial flow regime ends at a dimensionless time of 0.2077, meaning</p>
			<p>
				<disp-formula id="e21">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e21.png"/>
				</disp-formula>
			</p>
			<p>Replacing <xref ref-type="disp-formula" rid="e11">Eq.(11)</xref> in the above equation leads to</p>
			<p>
				<disp-formula id="e22">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e22.png"/>
				</disp-formula>
			</p>
			<p>From which the below is developed:</p>
			<p>
				<disp-formula id="e23">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e23.png"/>
				</disp-formula>
			</p>
			<p>This is very close to the expression given by Guira et al. (2002) for an isotropic case:</p>
			<p>
				<disp-formula id="e24">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e24.png"/>
				</disp-formula>
			</p>
			<p>As observed in <xref ref-type="fig" rid="f5">Figs. 5</xref> and <xref ref-type="fig" rid="f7">7</xref>, the constant-pressure single-boundary case has an especial feature. Radial stabilization develops once the boundary has been reached by the transient wave, and the pressure derivative curve displays a negative unit-slope line. After the unification of the dimensionless pressure derivative curve, the governing equation for such a line obtained from the regression analysis is</p>
			<p>
				<fig id="f7">
					<label>Figure 7</label>
					<caption>
						<title>Pressure derivative versus time log-log plot for example 1</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-207-65-gf7.png"/>
					<attrib><bold>Source:</bold> Authors</attrib>
				</fig>
			</p>
			<p>
				<disp-formula id="e25">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e25.png"/>
				</disp-formula>
			</p>
			<p>Where <italic>rnusi</italic> stands for radial negative unit-Slope intersection. Replacing the dimensionless quantities given by <xref ref-type="disp-formula" rid="e11">Eqs. (11)</xref> and (<xref ref-type="disp-formula" rid="e13">13</xref>) in <xref ref-type="disp-formula" rid="e24">Eq.(24)</xref> and solving for the well-to-discontinuity distance yields the following:</p>
			<p>
				<disp-formula id="e26">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e26.png"/>
				</disp-formula>
			</p>
			<p>The point of intersection between the radial flow regime line and the radial stabilization negative unit-slope line is a unique feature; by equating the right side of <xref ref-type="disp-formula" rid="e24">Eq.(24)</xref> to one half and solving for the well-to-discontinuity distance, it is obtained:</p>
			<p>
				<disp-formula id="e27">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e27.png"/>
				</disp-formula>
			</p>
			<p>Finally, the reservoir permeability is found from an expression given by Tiab (1995):</p>
			<p>
				<disp-formula id="e28">
					<graphic xlink:href="0012-7353-dyna-85-207-65-e28.png"/>
				</disp-formula>
			</p>
			<p>The gas equations are provided in <xref ref-type="app" rid="app1">appendix A</xref>.</p>
			<sec>
				<title>4. Examples</title>
				<sec>
					<title><italic>4.1. Synthetic example 1</italic></title>
					<p>Using the data given in <xref ref-type="table" rid="t1">Table 1</xref> and the pressure derivative plot of <xref ref-type="fig" rid="f7">Fig. 7</xref>, find the distance from the well to a sealing fault.</p>
					<p>
						<table-wrap id="t1">
							<label>Table 1</label>
							<caption>
								<title>Reservoir and fluid data for examples</title>
							</caption>
							<graphic xlink:href="0012-7353-dyna-85-207-65-gt1.jpg"/>
							<table-wrap-foot>
								<fn id="TFN1">
									<p><bold>Source:</bold> Authors.</p>
								</fn>
							</table-wrap-foot>
						</table-wrap>
					</p>
					<p>Solution. The following information was read from <xref ref-type="fig" rid="f7">Fig. 7</xref>. </p>
					<p>
						<disp-formula id="e29">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e29.png"/>
						</disp-formula>
					</p>
					<p>Find reservoir permeability using <xref ref-type="disp-formula" rid="e27">Eq.(27)</xref>:</p>
					<p>
						<disp-formula id="e30">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e30.png"/>
						</disp-formula>
					</p>
					<p>Find the anisotropy angle factor using <xref ref-type="disp-formula" rid="e19">Eq.(19)</xref>:</p>
					<p>
						<inline-graphic xlink:href="0012-7353-dyna-85-207-65-i039.png"/>
					</p>
					<p>Find the well-fault distance using <xref ref-type="disp-formula" rid="e18">Eqs. (18) </xref>and (<xref ref-type="disp-formula" rid="e22">22</xref>):</p>
					<p>
						<disp-formula id="e31">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e31.jpg"/>
						</disp-formula>
					</p>
					<p>If the system were isotropic, the well-fault distance would be estimated with <xref ref-type="disp-formula" rid="e23">Eq. (23)</xref>.</p>
					<p>
						<disp-formula id="e32">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e32.jpg"/>
						</disp-formula>
					</p>
				</sec>
				<sec>
					<title><italic>4.2. Synthetic example 2</italic></title>
					<p>Find the distance from the well to a constant-pressure linear boundary using the data given in <xref ref-type="table" rid="t1">Table 1</xref> and the pressure derivative plot of <xref ref-type="fig" rid="f8">Fig. 8</xref>.</p>
					<p>
						<fig id="f8">
							<label>Figure 8</label>
							<caption>
								<title>Pressure derivative versus time log-log plot for example 2</title>
							</caption>
							<graphic xlink:href="0012-7353-dyna-85-207-65-gf8.png"/>
							<attrib><bold>Source:</bold> Authors</attrib>
						</fig>
					</p>
					<p><italic>Solution.</italic> The following data were taken from <xref ref-type="fig" rid="f8">Fig. 8</xref>. </p>
					<p>
						<disp-formula id="e33">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e33.png"/>
						</disp-formula>
					</p>
					<p>Reservoir permeability is found with <xref ref-type="disp-formula" rid="e27">Eq.(27)</xref>, and the anisotropy angle factor is found using <xref ref-type="disp-formula" rid="e19">Eq.(19)</xref>:</p>
					<p>
						<disp-formula id="e34">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e34.png"/>
						</disp-formula>
					</p>
					<p>
						<disp-formula id="e35">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e35.png"/>
						</disp-formula>
					</p>
					<p>Find the distance from the well to the linear boundary using <xref ref-type="disp-formula" rid="e22">Eqs. (22)</xref>, (<xref ref-type="disp-formula" rid="e25">25</xref>) and (<xref ref-type="disp-formula" rid="e26">26</xref>):</p>
					<p>
						<disp-formula id="e36">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e36.png"/>
						</disp-formula>
					</p>
					<p>
						<disp-formula id="e37">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e37.png"/>
						</disp-formula>
					</p>
					<p>
						<disp-formula id="e38">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e38.png"/>
						</disp-formula>
					</p>
					<p>If the system were isotropic, the distance from the well to the linear boundary would be estimated to be the following by using <xref ref-type="disp-formula" rid="e23">Eq.(23)</xref>:</p>
					<p>
						<disp-formula id="e39">
							<graphic xlink:href="0012-7353-dyna-85-207-65-e39.png"/>
						</disp-formula>
					</p>
				</sec>
			</sec>
			<sec>
				<title><italic>4.3. Field example</italic></title>
				<p>[<xref ref-type="bibr" rid="B14">14</xref>] presented field data for a pressure test run in a well near a sealing fault in an anisotropic system. Pressure and pressure derivative versus time data are provided in <xref ref-type="fig" rid="f9">Fig. 9</xref>. Finding the distance from well to the fault is required.</p>
				<p>
					<fig id="f9">
						<label>Figure 9</label>
						<caption>
							<title>Pressure derivative versus time log-log plot for the field example</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-207-65-gf9.png"/>
						<attrib><bold>Source:</bold> Authors</attrib>
					</fig>
				</p>
				<p>Solution. The following information was taken from <xref ref-type="fig" rid="f9">Fig. 9</xref>. </p>
				<p>
					<disp-formula id="e40">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e40.png"/>
					</disp-formula>
				</p>
				<p>Find the anisotropy angle factor using <xref ref-type="disp-formula" rid="e19">Eq.(19)</xref>:</p>
				<p>
					<disp-formula id="e41">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e41.png"/>
					</disp-formula>
				</p>
				<p>Find the well-fault distance using <xref ref-type="disp-formula" rid="e18">Eqs. (18)</xref> and (<xref ref-type="disp-formula" rid="e22">22</xref>):</p>
				<p>
					<disp-formula id="e42">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e42.png"/>
					</disp-formula>
				</p>
				<p>
					<disp-formula id="e43">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e43.png"/>
					</disp-formula>
				</p>
				<p>If the system were isotropic, the well-to-fault distance would be estimated using <xref ref-type="disp-formula" rid="e23">Eq.(23)</xref>.</p>
				<p>
					<disp-formula id="e44">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e44.png"/>
					</disp-formula>
				</p>
				<p>[<xref ref-type="bibr" rid="B14">14</xref>] estimated <italic>L</italic>
 <sub>
 <italic>f</italic> 
</sub> = 462.24 ft. The authors corrected the apparent distance estimated with <xref ref-type="disp-formula" rid="e23">Eq.(23)</xref> by using a reading from <xref ref-type="fig" rid="f9">Fig. 9</xref> by [<xref ref-type="bibr" rid="B23">23</xref>]. We found, however, that the correction factor was not estimated well. Then, we interpreted the test with a commercial software and found the well-to-fault distance to be 370 ft. This value was then used as our reference value for the estimation of the error. </p>
			</sec>
		</sec>
		<sec sec-type="results|discussion">
			<title>5. Discussion of results</title>
			<p>
				<xref ref-type="table" rid="t2">Table 2</xref> provides the deviation error obtained for the working exercises. The proposed equations provided error values lower than 4%. The higher error was obtained from <xref ref-type="disp-formula" rid="e25">Eq.(25)</xref>, which uses any point on the negative unit slope line. </p>
			<p>
				<table-wrap id="t2">
					<label>Table 2</label>
					<caption>
						<title>Deviation errors from the working examples</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-207-65-gt2.jpg"/>
					<table-wrap-foot>
						<fn id="TFN2">
							<p>(*) Commercial interpretation software</p>
						</fn>
						<fn id="TFN3">
							<p><bold>Source:</bold> Authors</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>It is important to remark that the estimations provide deviation errors higher than 30% for the actual field case and even higher than 90% for the synthetic examples when the system is dealt as an isotropic case. </p>
		</sec>
		<sec sec-type="conclusions">
			<title>6. Conclusions</title>
			<p>
				<list list-type="order">
					<list-item>
						<p>Practical and accurate expressions using the unique features of the pressure derivative plot were developed to determine the distance from a well to a linear boundary (constant-pressure or sealing fault) in areal anisotropic reservoirs. The expressions-successfully tested with two simulated examples and one field case example-simultaneously involve the anisotropy angle and the anisotropic index. Most of the developed expressions provided errors lower than 4%, except for one expression that uses an arbitrary point on the negative-unit-slope line.</p>
					</list-item>
					<list-item>
						<p>The pressure derivative as a function of <italic>(</italic>
 <sub>
 <italic>FC</italic>
</sub> 
 <italic>t</italic>
 <sub>
 <italic>D</italic>
</sub> /(<italic>I</italic>
 <sub>
 <italic>A</italic>
</sub> 
 <sup>0.5</sup>
 <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> 
 <sup>0.5</sup>) always displays the same behavior for wells near a linear boundary. The anisotropy angle factor, <italic>(</italic>
 <sub>
 <italic>FC</italic>
</sub> , has different estimations if the angle is less or higher than 45(. The relationship <italic>(</italic>
 <sub>
 <italic>FC</italic>
</sub> 
 <italic>t</italic>
 <sub>
 <italic>D</italic>
</sub> /(<italic>I</italic>
 <sub>
 <italic>A</italic>
</sub> 
 <sup>0.5</sup>
 <italic>L</italic>
 <sub>
 <italic>f</italic>
</sub> 
 <sup>0.5</sup>) forms the basis of the methodology developed in this work.</p>
					</list-item>
					<list-item>
						<p>Determination of the well-discontinuity distance using the isotropic formulae can provide errors even higher than 100%. For the real example, the error was 32%.</p>
					</list-item>
				</list>
			</p>
		</sec>
	</body>
	<back>
		<ref-list>
			<title>References</title>
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		<fn-group>
			<fn fn-type="other" id="fn1">
				<label>How to cite:</label>
				<p> Escobar, F.H., Bonilla, L.F. and Hernández, C.M., A practical calculation of the distance to a discontinuity in anisotropic systems from well test interpretation. DYNA, 85(207), pp. 65-73, Octubre - Diciembre, 2018.</p>
			</fn>
		</fn-group>
		<fn-group>
			<fn fn-type="other" id="fn2">
				<label>F.H. Escobar,</label>
				<p> he is holds a BSc. degree from Universidad de America, and MSc. and PhD degrees from the University of Oklahoma, USA. All his degrees are in Petroleum Engineeering. He is a professor and director of the research group GIPE in Universidad Surcolombiana, Neiva, Colombia. ORCID: 0000-0003-4901-6057.</p>
			</fn>
			<fn fn-type="other" id="fn3">
				<label>L.F. Bonilla,</label>
				<p> he is a BSc. In Petroleum Engineer from Universidad Surcolombiana, and holds a MSc. degree in Petroleum Engineering from the University of Oklahoma, USA. Professor and member of the research group GIPE in Universidad Surcolombiana, Neiva, Colombia. ORCID: 0000-0002-6736-6811</p>
			</fn>
			<fn fn-type="other" id="fn4">
				<label>C.M. Hernández,</label>
				<p> she holds a BSc. degree in Petroleum Engineering from Universidad Surcolombiana, she is a member of in Universidad Surcolombiana, Neiva, Colombia and works for Ecopetrol in Bogota, Colombia. ORCID: 0000-0002-1216-1018</p>
			</fn>
		</fn-group>
		<app-group>
			<app id="app1">
				<label>Nomenclature</label>
				<p>
					<fig id="f10">
						<graphic xlink:href="0012-7353-dyna-85-207-65-gf10.jpg"/>
					</fig>
				</p>
				<p>Greeks Symbols</p>
				<p>
					<fig id="f11">
						<graphic xlink:href="0012-7353-dyna-85-207-65-gf11.jpg"/>
					</fig>
				</p>
				<p>Suffices</p>
				<p>
					<fig id="f12">
						<graphic xlink:href="0012-7353-dyna-85-207-65-gf12.jpg"/>
					</fig>
				</p>
				<p>APPENDIX A. Gas Reservoirs</p>
				<p>The dimensionless pseudopressure and pseudopressure derivative are defined by the following:</p>
				<p>
					<disp-formula id="e45">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e45.jpg"/>
					</disp-formula>
				</p>
				<p>[<xref ref-type="bibr" rid="B1">1</xref>] introduces the pseudotime function to account for the time dependence of both gas viscosity and total system compressibility:</p>
				<p>
					<disp-formula id="e46">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e46.jpg"/>
					</disp-formula>
				</p>
				<p>This function is better defined as a pressure function given in hr psi/cp:</p>
				<p>
					<disp-formula id="e47">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e47.jpg"/>
					</disp-formula>
				</p>
				<p>Now, <italic>μ</italic> and <italic>c</italic>
 <sub>
 <italic>t</italic>
</sub> are pressure-dependent properties. <xref ref-type="disp-formula" rid="e47">Eq.(A.4)</xref> can be rewritten as follows:</p>
				<p>
					<disp-formula id="e48">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e48.jpg"/>
					</disp-formula>
				</p>
				<p>Including the pseudotime function, <italic>t</italic>
 <sub>
 <italic>a</italic>
</sub> (<italic>P</italic>), in <xref ref-type="disp-formula" rid="e48">Eq.(A.5)</xref>, the dimensionless pseudotime is given by the below:</p>
				<p>
					<disp-formula id="e49">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e49.jpg"/>
					</disp-formula>
				</p>
				<p>By multiplying and then dividing by (<italic>μc</italic>
 <sub>
 <italic>t</italic>
</sub> )<sub>
 <italic>i</italic>
</sub> , a similar Eq.to the general dimensionless time expression, <xref ref-type="disp-formula" rid="e27">Eq.(27)</xref>, can be obtained.</p>
				<p>
					<disp-formula id="e50">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e50.jpg"/>
					</disp-formula>
				</p>
				<p>With these new dimensionless quantities, <xref ref-type="disp-formula" rid="e1">Eqs. (1)</xref>, (<xref ref-type="disp-formula" rid="e17">17</xref>), (<xref ref-type="disp-formula" rid="e20">20</xref>) and (<xref ref-type="disp-formula" rid="e21">21</xref>) will become the below:</p>
				<p>
					<disp-formula id="e51">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e51.jpg"/>
					</disp-formula>
				</p>
				<p>The reservoir permeability, [<xref ref-type="bibr" rid="B10">10</xref>], is given by the following:</p>
				<p>
					<disp-formula id="e52">
						<graphic xlink:href="0012-7353-dyna-85-207-65-e52.jpg"/>
					</disp-formula>
				</p>
			</app>
		</app-group>
	</back>
</article>