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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">344255453003</article-id>
<article-id pub-id-type="doi">https://doi.org/10.22430/22565337.778</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">Implementation of an analytical formulation for LEMP to assess the lightning performance of a distribution line</article-title>
<trans-title-group>
<trans-title xml:lang="es">Implementación de una formulación analítica del LEMP para estimar el desempeño
de líneas de distribución frente a rayos</trans-title>
</trans-title-group>
<alt-title alt-title-type="lt-running"> 

TecnoLógicas,
ISSN-p 0123-7799 / ISSN-e 2256-5337, Vol. 21, No. 42, mayo-agosto de 2018, pp.
51-62</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="no">
<name name-style="western">
<surname>Soto</surname>
<given-names>Edison</given-names>
</name>
<xref ref-type="aff" rid="aff1"/>
<email>easotor@uis.edu.co</email>
</contrib>
<contrib contrib-type="author" corresp="no">
<name name-style="western">
<surname>Pérez</surname>
<given-names>Ernesto</given-names>
</name>
<xref ref-type="aff" rid="aff2"/>
<email>eperezg@unal.edu.co</email>
</contrib>
</contrib-group>
<aff id="aff1">
<institution content-type="original">PhD
in Engineer, Msc in Electrical Engineer, Escuela de Ingeniería Eléctrica, Electrónica y
de Telecomunicaciones, Universidad Industrial de Santander, easotor@uis.edu.co</institution>
<institution content-type="orgname">Universidad Industrial de Santander</institution>
<country country="CO">Colombia</country>
</aff>
<aff id="aff2">
<institution content-type="original">PhD in Engineer, Msc, in
Electrical Engineer, Departamento
de Energía Eléctrica y Automática, Universidad Nacional de
Colombia, eperezg@unal.edu.co</institution>
<institution content-type="orgname">Universidad Nacional de
Colombia</institution>
<country country="CO">Colombia</country>
</aff>
<pub-date pub-type="epub-ppub">
<season>May-August 2019</season>
<year>2018</year>
</pub-date>
<volume>21</volume>
<issue>42</issue>
<fpage>51</fpage>
<lpage>62</lpage>
<history>
<date date-type="received" publication-format="dd mes yyyy">
<day>05</day>
<month>01</month>
<year>2018</year>
</date>
<date date-type="accepted" publication-format="dd mes yyyy">
<day>09</day>
<month>04</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Los artículos publicados por la revista TecnoLógicas son obras literarias y científicas protegidas por las leyes de Derecho de Autor. Con la firma de la Declaración de Originalidad, así como con la entrega de la obra para su consideración o posible publicación, los autor autorizan de forma gratuita, al INSTITUTO TECNOLÓGICO METROPOLITANO –ITM- para la publicación, reproducción, comunicación, distribución y transformación de la obra e igualmente declaran bajo la gravedad del juramento que la obra es original e inédita de exclusiva autoría de los remitentes.</copyright-statement>
<copyright-year>2018</copyright-year>
<copyright-holder>Instituto Tecnológico Metropolitano</copyright-holder>
<ali:free_to_read/>
<license xlink:href="https://creativecommons.org/licenses/by/3.0/">
<ali:license_ref>https://creativecommons.org/licenses/by/3.0/</ali:license_ref>
<license-p>Esta obra está bajo una Licencia Creative Commons Atribución 3.0 Internacional.</license-p>
</license>
</permissions>
<abstract xml:lang="en">
<title>Abstract</title>
<p> This paper presents the implementation of an analytical formulation to calculate the lightning electromagnetic pulse (LEMP) assuming a current wave-shape linearly rising with flat top and a transmission Line (TL) return-stroke model. It also describes the development of the expressions for the image dipoles required to calculate the vertical electric field, the azimuthal magnetic field and, specially, the horizontal electric field.  The expressions to calculate the contribution of source dipoles were detailed in a previous publication by other authors. The complete formulation is used to calculate electromagnetic fields and lightning-induced voltages on a typical overhead distribution line. The results were compared with traditional formulas to calculate the LEMP (such as Rubinstein’s) and to calculate induced voltages (such as Rusck’s) showing errors below 1%. If a more complex wave shape was used (such as Heidler’s), errors below 5% were found. Additionally, the formula was employed to calculate the flashover rate of a distribution line above a ground with infinite and finite conductivity. Errors less than 5% were found compared to the results obtained in the IEEE 1410 Standard. On the other hand, the computation time required to the assessment of an overhead line indirect lightning performance is reduced by half when the analytical formula is used.  </p>
</abstract>
<trans-abstract xml:lang="es">
<title>Resumen</title>
<p> Este artículo presenta la implementación de una formulación analítica para calcular el campo electromagnético producido por rayo (LEMP), asumiendo una forma de onda de la corriente tipo rampa plana y un modelo de línea de transmisión (TL) para la descarga de retorno.  Se presenta el desarrollo de las expresiones para los dipolos imágenes necesarios para calcular el campo eléctrico vertical, el campo magnético azimutal y especialmente el campo eléctrico horizontal.  Las expresiones para calcular la contribución de los dipolos fuentes se presentaron en una publicación previa de otros autores. La formulación completa se usó para calcular los campos electromagnéticos y las tensiones inducidas por rayo en una línea de distribución aérea típica.  Los resultados fueron comparados con las fórmulas tradicionales para calcular el LEMP como la fórmula de Rubinstein y para calcular tensiones inducidas como la fórmula de Rusck mostrando errores menores al 1%.  Si una forma de onda más compleja se usa como la fórmula de Heidler, se encuentran errores menores al 5%.  Adicionalmente, la fórmula se empleó para calcular la tasa de fallas de una línea de distribución aérea para terrenos con conductividad finita.  Se encontraron errores menores al 5% comparados con las obtenidas en el estándar IEEE 1410. De otro lado, el tiempo de cómputo requerido para la evaluación del desempeño ante rayos de líneas de distribución se reduce a la mitad cuando se usa la fórmula analítica.  </p>
</trans-abstract>
<kwd-group xml:lang="en">
<title>Keywords</title>
<kwd>Lightning</kwd>
<kwd>lightning induced voltages</kwd>
<kwd>distribution
lines</kwd>
<kwd>analytical formulas</kwd>
<kwd>electromagnetic field</kwd>
<kwd>flashover rate</kwd>
</kwd-group>
<kwd-group xml:lang="es">
<title>Palabras clave</title>
<kwd>Rayos</kwd>
<kwd>tensiones inducidas por rayos</kwd>
<kwd>líneas de
distribución</kwd>
<kwd>fórmula analítica</kwd>
<kwd>campo electromagnético</kwd>
<kwd>tasa de fallas</kwd>
</kwd-group>
<counts>
<fig-count count="11"/>
<table-count count="0"/>
<equation-count count="16"/>
<ref-count count="18"/>
</counts>
</article-meta>
</front>
<body>
<sec>
<title/>
<p>
<disp-quote>
<p> Cómo citar / How to cite </p>
<p> E. Soto, y E. Pérez, Implementation of an analytical formulation for LEMP to assess the lightning performance of a distribution line. TecnoLógicas, vol. 21, no. 42, pp. 51-62, 2018.</p>
</disp-quote>
</p>
</sec>
<sec>
<title>1. INTRODUCTION</title>
<p> The calculation of lightning induced voltages on distribution lines is of crucial importance because the indirect impacts are a major cause of outages in this kind of lines [<xref ref-type="bibr" rid="redalyc_344255453003_ref1">1</xref>]. This is because the high frequency of indirect strikes compared to direct ones and the reduced insulation level of the distribution lines, which makes them vulnerable to indirect lightning-induced voltages [<xref ref-type="bibr" rid="redalyc_344255453003_ref2">2</xref>]. For the calculation of lightning-induced voltages, a very well-known methodologies adopted, which considered the following steps [<xref ref-type="bibr" rid="redalyc_344255453003_ref3">3</xref>]: </p>
<p> 1. To adopt a spatial-temporal distribution of the current along the channel i (z´ , t).</p>
<p> 2. On the basis of the return stroke current, the electromagnetic field is calculated along the distribution line. </p>
<p> 3. The electromagnetic field along the line is used in the coupling model to calculate the voltage on the line. </p>
<p> From the previous steps, the calculation of the electromagnetic field has the highest computational effort, because Equations (<xref ref-type="disp-formula" rid="e1">1</xref>), (<xref ref-type="disp-formula" rid="e2">2</xref>) and (<xref ref-type="disp-formula" rid="e3">3</xref>) are solved with numerical methods [<xref ref-type="bibr" rid="redalyc_344255453003_ref4">4</xref>][<xref ref-type="bibr" rid="redalyc_344255453003_ref5">5</xref>]. Some methods could be used to decrease the computational time required: Thottappillil et al [<xref ref-type="bibr" rid="redalyc_344255453003_ref6">6</xref>] derived a formula that allows the calculation of electric and magnetic fields for a return stroke with a velocity equal to the speed of light <italic> v = c</italic>. Rubinstein et al [<xref ref-type="bibr" rid="redalyc_344255453003_ref7">7</xref>] developed expressions of the electromagnetic field for a spatial-temporal distribution of the given current for a step function calculated at ground level. Barbosa et al [<xref ref-type="bibr" rid="redalyc_344255453003_ref8">8</xref>] proposed a formula for the calculation of the horizontal electric field considering finitely conducting earth in time domain. Napolitano [<xref ref-type="bibr" rid="redalyc_344255453003_ref9">9</xref>] developed an analytical formula to calculate the electromagnetic field generated by lightning assuming a current wave shape linearly rising with flat top that allows the reduction of the computation time of the lightning-induced voltage calculation, thus avoiding the use of slower numerical methods. Nevertheless, in the analytical solution derived by Napolitano in [<xref ref-type="bibr" rid="redalyc_344255453003_ref9">9</xref>] only the source terms are presented, which are not enough to compute the electromagnetic field. In order to compute lightning-induced voltage on an overhead distribution line adopting the traditional methodologies [<xref ref-type="bibr" rid="redalyc_344255453003_ref3">3</xref>] the vertical electric field <italic>E<sub>z</sub>
</italic> and the azimuthal magnetic field <inline-graphic xlink:href="344255453003_gi6.png"/> are calculated at ground level, meanwhile the horizontal electric field <italic>E<sub>p</sub>
</italic> is calculated at the height of the line. Each field is obtained by means of the Master and Uman equations [<xref ref-type="bibr" rid="redalyc_344255453003_ref10">10</xref>][<xref ref-type="bibr" rid="redalyc_344255453003_ref11">11</xref>] deduced for perfectly conducting ground. In the case of the vertical electric field <italic>E<sub>z</sub>
</italic>and the azimuthal magnetic field <inline-graphic xlink:href="344255453003_gi13.png"/> components at ground level, it is just necessary to derive the equations for either the source or the dipole contribution and then obtain the total field multiplying it by two, because of the equal contribution from the source or the image dipoles at ground level. In the case of the horizontal electric field<italic> E<sub>p</sub>
</italic>, it must be calculated at height <italic>h</italic>, where the contribution of the source and dipole terms are required.</p>
<p>
<disp-formula id="e1">
<label>(1)</label>
<graphic xlink:href="344255453003_ee0.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>
<disp-formula id="e2">
<label>(2)</label>
<graphic xlink:href="344255453003_ee1.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>
<disp-formula id="e3">
<label>(3)</label>
<graphic xlink:href="344255453003_ee2.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p> In this paper, the image terms to calculate the horizontal electric field are derived and implemented in Yaluk Draw software [<xref ref-type="bibr" rid="redalyc_344255453003_ref12">12</xref>] to calculate lightning-induced voltages and the lightning performance of a typical distribution line. The implemented analytical formulation with traditional numerical methodologies is presented.  </p>
<p> This paper is organized as follows: Section 2 presents the derived terms of the horizontal electric field corresponding to image dipoles. Section 3 presents the calculation of lightning-induced voltages using the analytical expression for calculating the electromagnetic field. Section 4 presents the lightning performance of a distribution line in comparison with the results found in the standard IEEE 1410 – 2010. Finally, the conclusions of the work are presented.</p>
</sec>
<sec>
<title>2. ELECTROMAGNETIC
FIELD CALCULATION</title>
<p> Master and Uman [<xref ref-type="bibr" rid="redalyc_344255453003_ref10">10</xref>] derived analytical expressions for computing the electromagnetic field generated by lightning. These equations in cylindrical coordinates are [<xref ref-type="bibr" rid="redalyc_344255453003_ref11">11</xref>]. </p>
<p> Equations have been traditionally solved by means of numerical methods [<xref ref-type="bibr" rid="redalyc_344255453003_ref3">3</xref>] [<xref ref-type="bibr" rid="redalyc_344255453003_ref5">5</xref>]. Napolitano et al [<xref ref-type="bibr" rid="redalyc_344255453003_ref9">9</xref>] solved Equations (<xref ref-type="disp-formula" rid="e1">1</xref>), (<xref ref-type="disp-formula" rid="e2">2</xref>) and (<xref ref-type="disp-formula" rid="e3">3</xref>) assuming a linear-front and flat-top lightning current wave shape and a TL model. The calculation of the electromagnetic field requires the sum of the contribution of the sources and image dipoles.  </p>
<p> where <inline-graphic xlink:href="344255453003_gi8.png"/> is the current along the return-stroke channel at height <inline-graphic xlink:href="344255453003_gi9.png"/> ; <inline-graphic xlink:href="344255453003_gi10.png"/>, the variable of the height along the channel (see <xref ref-type="fig" rid="gf1">Fig. 1</xref>); c, the speed of light in free space; and r, the distance between point P and the infinitesimal current, given by (<xref ref-type="disp-formula" rid="e4">4</xref>).</p>
<p>
<fig id="gf1">
<label>Fig. 1.</label>
<caption>
<title>Geometry for electromagnetic
field calculation in cylindrical coordinates.</title>
</caption>
<alt-text>Fig. 1. Geometry for electromagnetic
field calculation in cylindrical coordinates.</alt-text>
<graphic xlink:href="344255453003_gf0.png" position="anchor" orientation="portrait"/>
<attrib>Source:[9]</attrib>
</fig>
</p>
<p>
<disp-formula id="e4">
<label>(4)    </label>
<graphic xlink:href="344255453003_ee3.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p> The expressions to calculate the image terms of the horizontal electric field <inline-graphic xlink:href="344255453003_gi11.png"/> are presented below: </p>
<p> The wave shape of the lightning current is linear-front and flat-top, according to Equations (<xref ref-type="disp-formula" rid="e5">5</xref>) and (<xref ref-type="disp-formula" rid="e6">6</xref>):</p>
<p>
<disp-formula id="e5">
<label>(5)</label>
<graphic xlink:href="344255453003_ee4.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>
<disp-formula id="e6">
<label>(6)</label>
<graphic xlink:href="344255453003_ee5.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>where  <italic>I<sub>p</sub>
</italic>
<sub/> is the peak value of the current
and <italic>t<sub>f</sub>
</italic> is the front time.</p>
<p>The solutions of (<xref ref-type="disp-formula" rid="e1">1</xref>), (<xref ref-type="disp-formula" rid="e2">2</xref>) and (<xref ref-type="disp-formula" rid="e3">3</xref>) need to be divided into two
integration limits: the first one from <inline-graphic xlink:href="344255453003_gi12.png"/>   to  <inline-graphic xlink:href="344255453003_gi14.png"/> , and the second between <inline-graphic xlink:href="344255453003_gi15.png"/> and zero, as seen in <xref ref-type="fig" rid="gf2">Fig.2</xref>
</p>
<p>
<fig id="gf2">
<label>Fig. 2.</label>
<caption>
<title>Integration limits
of the dipole image.</title>
</caption>
<alt-text>Fig. 2. Integration limits
of the dipole image.</alt-text>
<graphic xlink:href="344255453003_gf1.jpg" position="anchor" orientation="portrait"/>
<attrib>Source: Authors.</attrib>
</fig>
</p>
<p>
<inline-graphic xlink:href="344255453003_gi16.png"/> represents the height of the last dipole
turned on when the front-wave travels from the ground to height <inline-graphic xlink:href="344255453003_gi17.png"/> , which is obtained from equation
(<xref ref-type="disp-formula" rid="e8">8</xref>) derived from condition (<xref ref-type="disp-formula" rid="e7">7</xref>):</p>
<p>
<disp-formula id="e7">
<label>(7)</label>
<graphic xlink:href="344255453003_ee6.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>
<disp-formula id="e8">
<label>(8)</label>
<graphic xlink:href="344255453003_ee7.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>On the other hand, <inline-graphic xlink:href="344255453003_gi18.png"/> is the height which below that
point the current  has a constant value <inline-graphic xlink:href="344255453003_gi19.png"/> . <inline-graphic xlink:href="344255453003_gi20.png"/>  is obtained from condition (<xref ref-type="disp-formula" rid="e9">9</xref>) and calculated
from (<xref ref-type="disp-formula" rid="e10">10</xref>).</p>
<p>
<disp-formula id="e9">
<label>(9)</label>
<graphic xlink:href="344255453003_ee8.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>
<disp-formula id="e10">
<label>(10)</label>
<graphic xlink:href="344255453003_ee9.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>The expression for the contribution of the image dipoles to the
horizontal electric field <inline-graphic xlink:href="344255453003_gi21.png"/>  is given by (<xref ref-type="disp-formula" rid="e11">11</xref>), (<xref ref-type="disp-formula" rid="e12">12</xref>) and (<xref ref-type="disp-formula" rid="e13">13</xref>).</p>
<p>
<disp-formula id="e11">
<label>(11)</label>
<graphic xlink:href="344255453003_ee10.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>
<disp-formula id="e12">
<label>(12)</label>
<graphic xlink:href="344255453003_ee11.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>
<disp-formula id="e13">
<label>(13)    </label>
<graphic xlink:href="344255453003_ee12.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>The expression for the contribution of the source dipoles <inline-graphic xlink:href="344255453003_gi22.png"/> to the horizontal electric field was presented
in [<xref ref-type="bibr" rid="redalyc_344255453003_ref9">9</xref>] in terms of <inline-graphic xlink:href="344255453003_gi23.png"/> and <inline-graphic xlink:href="344255453003_gi24.png"/> , as in <xref ref-type="fig" rid="gf2">Fig.2</xref> The total horizontal
field <inline-graphic xlink:href="344255453003_gi25.png"/> is the sum of the image and source terms (<xref ref-type="disp-formula" rid="e14">14</xref>)</p>
<p>
<disp-formula id="e14">
<label>(14)</label>
<graphic xlink:href="344255453003_ee13.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>In order to calculate the vertical electric field <inline-graphic xlink:href="344255453003_gi26.png"/> and the azimuthal magnetic field <inline-graphic xlink:href="344255453003_gi27.png"/> at ground level, it is possible to use the equations
developed by Napolitano [<xref ref-type="bibr" rid="redalyc_344255453003_ref9">9</xref>] derived only for the source terms and multiplied by
(<xref ref-type="disp-formula" rid="e2">2</xref>). This is explained by the fact that fields <inline-graphic xlink:href="344255453003_gi28.png"/> and <inline-graphic xlink:href="344255453003_gi29.png"/> calculated at ground level receive equal
contribution from the source and image dipoles; therefore, only one of them
needs to be calculated.</p>
</sec>
<sec>
<title>3.  CALCULATION OF LIGHTNING-INDUCED VOLTAGES
USING ANALYTICAL EQUATIONS</title>
<p>In order to test the validity of
the equations presented in the previous section, a comparison with some
approximations in the literature is presented.</p>
<sec>
<title>3.1. Comparison with other
analytical equations</title>
<p>Initially, the electric fields
calculated by means of the analytical equations presented in the last section
are compared with the equations developed by Rubinstein [<xref ref-type="bibr" rid="redalyc_344255453003_ref6">6</xref>] to calculate
electromagnetic fields considering a step current waveform at ground level. For
comparison purposes, the linear-front and flat-top lightning current wave-shape
is assumed to have a front time <inline-graphic xlink:href="344255453003_gi30.png"/> ,
which is similar to the step current waveform by Rubinstein [<xref ref-type="bibr" rid="redalyc_344255453003_ref13">13</xref>]. The vertical
electric field at ground level obtained at a distance of 100 m from a lightning
channel with a peak current of 30 kA is presented in <xref ref-type="fig" rid="gf3">Fig. 3.</xref> Good agreement between the two
methodologies, with mean errors lower than 1%, can be observed. </p>
<p>
<fig id="gf3">
<label>Fig. 3 .</label>
<caption>
<title>Vertical Electric Field obtained at a distance of
100 m from a lightning channel using Analytical formulas and  

Rubinstein’s equations.</title>
</caption>
<alt-text>Fig. 3 . Vertical Electric Field obtained at a distance of
100 m from a lightning channel using Analytical formulas and  

Rubinstein’s equations.</alt-text>
<graphic xlink:href="344255453003_gf2.png" position="anchor" orientation="portrait"/>
<attrib>Source: Authors.</attrib>
</fig>
</p>
<p>Afterwards, the analytical
equations presented in Section 2 were implemented in Yaluk Draw software [<xref ref-type="bibr" rid="redalyc_344255453003_ref12">12</xref>],
which uses the Agrawal coupling model [<xref ref-type="bibr" rid="redalyc_344255453003_ref14">14</xref>] to compute lightning-induced
transients on overhead lines. In order to evaluate the implementation, the simulation
included a 2 km overhead line with a height of 10 m, a conductor radius of 5 mm
and matched at both ends to avoid reflections. The lightning strike was placed
100 m from the center of the line, as shown in <xref ref-type="fig" rid="gf4">Fig. 4.</xref> In turn,<xref ref-type="fig" rid="gf5"> Fig. 5</xref> reports the results of the
lightning-induced voltage at one of the line extremities considering the
analytical formulation and numerically solving equations (<xref ref-type="disp-formula" rid="e1">1</xref>), (<xref ref-type="disp-formula" rid="e2">2</xref>) and (<xref ref-type="disp-formula" rid="e3">3</xref>). The
maximum value of the induced voltage using the analytical formulation is the
same as the one obtained by means of Rusck’s Formula [<xref ref-type="bibr" rid="redalyc_344255453003_ref18">15</xref>]</p>
<p>
<fig id="gf4">
<label>Fig. 4 .</label>
<caption>
<title>Simulated overhead line.</title>
</caption>
<alt-text>Fig. 4 . Simulated overhead line.</alt-text>
<graphic xlink:href="344255453003_gf3.png" position="anchor" orientation="portrait"/>
<attrib>Source: Authors.</attrib>
</fig>
</p>
<p>
<fig id="gf5">
<label>Fig. 5 .</label>
<caption>
<title> Lightning-induced voltage obtained by Analytical
Formula and Master and Uman’s Equations assuming.
</title>
</caption>
<alt-text>Fig. 5 .  Lightning-induced voltage obtained by Analytical
Formula and Master and Uman’s Equations assuming.
</alt-text>
<graphic xlink:href="344255453003_gf4.png" position="anchor" orientation="portrait"/>
<attrib>Source: Authors.</attrib>
</fig>
</p>
</sec>
<sec>
<title>3.2.
Comparison with numerical solutions</title>
<p>The following is a comparison between the lightning electric fields and
induced voltages calculated by means of the analytical equations presented in
Section 2 and the numerical solution of equations (<xref ref-type="disp-formula" rid="e1">1</xref>), (<xref ref-type="disp-formula" rid="e2">2</xref>) and (<xref ref-type="disp-formula" rid="e3">3</xref>). In this
case, the effect of the lightning front time is taken into account, assuming a
linear-front and flat-top (LFFT) lightning current wave-shape with a front time <inline-graphic xlink:href="344255453003_gi31.png"/>. The lightning current assumed in
the case of the numerical solution is a Heidler function, which was adjusted to
find the best fit with the linear front and flat-top (LFFT). The two waveforms
are shown in <xref ref-type="fig" rid="gf6">Fig. 6</xref>.
The resulting parameters of the Heidler function were: <inline-graphic xlink:href="344255453003_gi32.png"/>
</p>
<p>
<fig id="gf6">
<label>Fig. 6 .</label>
<caption>
<title>Simulated currents. LFFT (Linear-front and
flat top) and Heidler function.</title>
</caption>
<alt-text>Fig. 6 . Simulated currents. LFFT (Linear-front and
flat top) and Heidler function.</alt-text>
<graphic xlink:href="344255453003_gf5.png" position="anchor" orientation="portrait"/>
<attrib>Source:
Authors.</attrib>
</fig>
</p>
<p>The vertical and horizontal electric fields obtained at a distance of
100 m from a lightning channel with the two previous waveforms at its base are
shown in <xref ref-type="fig" rid="gf7">Fig.
7</xref>
and <xref ref-type="fig" rid="gf8">Fig. 8</xref>,
respectively. A good agreement between analytical and numerical calculations
can be observed. The variations are explained by the little differences in
simulated currents in both cases.</p>
<p>
<fig id="gf7">
<label>Fig. 7 .</label>
<caption>
<title>Vertical Electric Field at a distance of 100 m from
a lightning current with   ,
calculated by the analytical formula and Master and Uman’s equations.</title>
</caption>
<alt-text>Fig. 7 . Vertical Electric Field at a distance of 100 m from
a lightning current with   ,
calculated by the analytical formula and Master and Uman’s equations.</alt-text>
<graphic xlink:href="344255453003_gf6.png" position="anchor" orientation="portrait"/>
<attrib>Source:
Authors.</attrib>
</fig>
</p>
<p>
<fig id="gf8">
<label>Fig. 8</label>
<caption>
<title>Horizontal Electric Field at a distance of 100 m
from a lightning current with tf = 3   ,
calculated by the analytical formula and Master and Uman’s equations.</title>
</caption>
<alt-text>Fig. 8 Horizontal Electric Field at a distance of 100 m
from a lightning current with tf = 3   ,
calculated by the analytical formula and Master and Uman’s equations.</alt-text>
<graphic xlink:href="344255453003_gf7.png" position="anchor" orientation="portrait"/>
<attrib>Source:
Authors.</attrib>
</fig>
</p>
<p>
<xref ref-type="fig" rid="gf9">Fig. 9</xref> shows the calculated lightning-induced voltage at one extremity of the line for the location of the stroke shown in <xref ref-type="fig" rid="gf4">Fig. 4</xref>, assuming the two previous lightning current base. The peak value of induced voltages has an error lower than 5%, which may be explained by the fact that the wave shape of currents differs mainly on the front, which is associated with the higher contribution to the induction. </p>
<p>
<fig id="gf9">
<label>Fig. 9 .</label>
<caption>
<title>Lightning-induced voltage at one extremity of the
line in Fig. 4 assuming the lightning currents  

shown in Fig. 6.</title>
</caption>
<alt-text>Fig. 9 . Lightning-induced voltage at one extremity of the
line in Fig. 4 assuming the lightning currents  

shown in Fig. 6.</alt-text>
<graphic xlink:href="344255453003_gf8.png" position="anchor" orientation="portrait"/>
<attrib>Source: Authors.</attrib>
</fig>
</p>
</sec>
</sec>
<sec>
<title>4.  CALCULATION OF
FLASHOVER RATE USING THE ANALYTICAL FORMULA</title>
<p> The analytical formula presented in the previous section could be employed to calculate the line flashover rate of overhead distribution lines. For this purpose, the methodology in [<xref ref-type="bibr" rid="redalyc_344255453003_ref2">2</xref>] and adopted for the IEEE 1410 – 2010 standard [<xref ref-type="bibr" rid="redalyc_344255453003_ref1">1</xref>] was followed. This methodology was implemented in Yaluk Draw software [<xref ref-type="bibr" rid="redalyc_344255453003_ref12">12</xref>] and it consists of the following steps: </p>
<p>
<bold> Step 1.</bold> Randomly generate a large number of lightning strike events <inline-graphic xlink:href="344255453003_gi33.png"/>, including parameters that allow to characterize its waveform and location, peak current <inline-graphic xlink:href="344255453003_gi34.png"/> , front time <italic>t<sub>f</sub>
</italic>  , and spatial location based on Cartesian coordinates <inline-graphic xlink:href="344255453003_gi35.png"/> and <inline-graphic xlink:href="344255453003_gi36.png"/>. Parameters <inline-graphic xlink:href="344255453003_gi37.png"/> and <italic>t<sub>f  </sub>
</italic>are represented by a lognormal distribution, according to CIGRÉ [<xref ref-type="bibr" rid="redalyc_344255453003_ref18">15</xref>]. The front time<italic> t<sub>f</sub>
</italic>
<sub/>  is obtained from the peak current distribution assuming a 0.47 correlation factor. The coordinates of the strike ( <inline-graphic xlink:href="344255453003_gi38.png"/> and <inline-graphic xlink:href="344255453003_gi39.png"/> ) are assumed to be uniformly distributed over a rectangular area with dimensions <inline-graphic xlink:href="344255453003_gi40.png"/>  and <inline-graphic xlink:href="344255453003_gi41.png"/>. Those dimensions are chosen because induced voltages associated with strokes beyond this distance are generally lower than the CFOs used in this paper. </p>
<p>
<bold> Step 2.</bold> Lightning strikes located at a distance equal to or less than <inline-graphic xlink:href="344255453003_gi0.png"/>    from the line are identified as direct strikes and are not taken into account in the lightning-induced flashover analysis. The distance (<xref ref-type="disp-formula" rid="e15">15</xref>) is obtained from the electrogeometric model in [<xref ref-type="bibr" rid="redalyc_344255453003_ref15">16</xref>][<xref ref-type="bibr" rid="redalyc_344255453003_ref16">17</xref>][<xref ref-type="bibr" rid="redalyc_344255453003_ref17">18</xref>], where <italic>h</italic> is the line height, <inline-graphic xlink:href="344255453003_gi1.png"/>  and <inline-graphic xlink:href="344255453003_gi2.png"/> .</p>
<p>
<disp-formula id="e15">
<label>(15)    </label>
<graphic xlink:href="344255453003_ee14.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p>
<bold> Step 3.</bold> The remaining events are considered indirect lightning strikes and induced voltages are calculated using Yaluk Draw software [<xref ref-type="bibr" rid="redalyc_344255453003_ref12">12</xref>], which included the analytical formulation for the electromagnetic field computation. The normalization of the annual number of flashovers due to indirect lightning is given by (<xref ref-type="disp-formula" rid="e16">16</xref>): </p>
<p>
<disp-formula id="e16">
<label>(16)    </label>
<graphic xlink:href="344255453003_ee15.png" position="anchor" orientation="portrait"/>
</disp-formula>
</p>
<p> where <italic>n</italic> is the number of events that generate induced voltages that exceed 1.5  CFO and </p>
<p>
<italic>N<sub>g</sub>
</italic> is the annual ground flash density (in flashes/km/yr).  </p>
<p>
<inline-graphic xlink:href="344255453003_gi3.png"/> is the distance beyond added none of the events causes flashovers on overhead lines.</p>
<p> This section details the application of the last methodology to the simulation of an overhead line, such as the one in <xref ref-type="fig" rid="gf4">Fig. 4</xref>, which matches the simulation in [<xref ref-type="bibr" rid="redalyc_344255453003_ref2">2</xref>] and meets IEEE 1410-2010 standard [<xref ref-type="bibr" rid="redalyc_344255453003_ref1">1</xref>]. The total number of simulated strikes<italic> n<sub>tot</sub>
</italic>
<sub/>was 120,000, and the ground flash density    was 1 flash/km<sup>2</sup>-year. A modern computer was used: 3.4 GHz processor and 8 GB RAM. </p>
<p>
<xref ref-type="fig" rid="gf10">Fig. 10</xref> and <xref ref-type="fig" rid="gf11">Fig. 11</xref> compare the flashover rates obtained by applying the methodology described in this paper (called Yaluk-MC) and the rate in IEEE 1410, considering infinite conductivity and <inline-graphic xlink:href="344255453003_gi4.png"/>, respectively. A good match between the results of the two methodologies under analysis can be observed, with errors lower than 5%.</p>
<p>
<fig id="gf10">
<label>Fig. 10 .</label>
<caption>
<title> Line flashover rate using the methodology in this
paper (YALUK-MC) and IEEE Standard in case of a 10-m-high, 2-km-long single
conductor above an ideal ground.</title>
</caption>
<alt-text>Fig. 10 .  Line flashover rate using the methodology in this
paper (YALUK-MC) and IEEE Standard in case of a 10-m-high, 2-km-long single
conductor above an ideal ground.</alt-text>
<graphic xlink:href="344255453003_gf9.png" position="anchor" orientation="portrait"/>
<attrib>Source: Authors.</attrib>
</fig>
</p>
<p>
<fig id="gf11">
<label>Fig. 11 .</label>
<caption>
<title>Line flashover rate using the methodology in this
paper (YALUK-MC) and IEEE Standard in case of a 10-m-high, 2-km-long single
conductor with soil conductivity of 0.001 S/m.</title>
</caption>
<alt-text>Fig. 11 . Line flashover rate using the methodology in this
paper (YALUK-MC) and IEEE Standard in case of a 10-m-high, 2-km-long single
conductor with soil conductivity of 0.001 S/m.</alt-text>
<graphic xlink:href="344255453003_gf10.png" position="anchor" orientation="portrait"/>
<attrib>Source: Authors.</attrib>
</fig>
</p>
<p>On average, a simulation takes 5.2 s when the numerical methodology is
used. By contrast, using the analytical formulation, it takes 2.4 s. This is a 50
% reduction, which is also applicable to the calculation of the flashover rate.</p>
</sec>
<sec>
<title>5.  CONCLUSIONS</title>
<p> The assumption of a current wave shape linearly rising with flat top allows to derive an analytical expression for a lightning electromagnetic field over flat ground. According to the results presented in this work, such electromagnetic fields have good agreement compared with the numerical solution using a much more complex wave shape, such as Heidler function. The errors were found to be lower than 5%, if the Heidler function is assumed to be the most accurate one. </p>
<p> Since to calculate the lightning-induced voltages it is necessary to compute the horizontal electric field above ground, the contribution of the image dipole must be derived, as shown in Section 2. </p>
<p> Since the results of induced voltages’ peak value exhibit good agreement with the numerical simulation, the lightning performance of a distribution line can be assessed with lower computational effort and time. Thanks to the implementation presented in this paper, the analytical formulation was two times faster than using a numerical computation.</p>
</sec>
</body>
<back>
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