<?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>1405-7743</journal-id>
<journal-title><![CDATA[Ingeniería, investigación y tecnología]]></journal-title>
<abbrev-journal-title><![CDATA[Ing. invest. y tecnol.]]></abbrev-journal-title>
<issn>1405-7743</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Facultad de Ingeniería]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1405-77432022000400105</article-id>
<article-id pub-id-type="doi">10.22201/fi.25940732e.2022.23.4.029</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Método eficiente para integrar los costos de la generación eólica en el modelado de la expansión de la capacidad de generación]]></article-title>
<article-title xml:lang="en"><![CDATA[Efficient method to integrate operational costs of wind generation into problem of the generation capacity expansion modelling]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González-Cabrera]]></surname>
<given-names><![CDATA[Nestor]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Martínez-Lara]]></surname>
<given-names><![CDATA[Luis Osvaldo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Torres-García]]></surname>
<given-names><![CDATA[Vicente]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Salgado-Herrera]]></surname>
<given-names><![CDATA[Nadia]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rodríguez-Rodríguez]]></surname>
<given-names><![CDATA[Juan Ramón]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Nacional Autónoma de México Departamento de Energía Eléctrica ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Nacional Autónoma de México  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad Nacional Autónoma de México Departamento de Energía Eléctrica ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Universidad Nacional Autónoma de México Instituto de Energías Renovables ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af5">
<institution><![CDATA[,Universidad Nacional Autónoma de México Departamento de Energía Eléctrica ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Mexico</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2022</year>
</pub-date>
<volume>23</volume>
<numero>4</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1405-77432022000400105&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1405-77432022000400105&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1405-77432022000400105&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen En este trabajo se presenta un método eficiente para integrar los costos operativos de la capacidad de la generación eólica, que incluya la red eléctrica linealizada, obteniendo una curva hipotética horaria capaz de representar el comportamiento de los generadores eólicos para su integración al modelo de planificación de expansión de la capacidad de generación. Finalmente, se integrará el modelo de la red eléctrica y la curva hipotética horaria al modelo de planificación de la expansión de la capacidad de generación y se estudiará su impacto técnico económico de considerar diversos agrupamientos para el modelado del aerogenerador. La metodología implementada mostró resultados eficientes al incorporar curvas hipotéticas horarias de la velocidad del viento al modelo de expansión de la capacidad de la generación, sin la necesidad de considerar la distribución de probabilidad de la velocidad del viento, logrando reducir los tiempos de simulación en un 99 % respecto a considerar todo el periodo de operación anual, esto permite ahorrar recursos computacionales y analizar el comportamiento de la generación eólica y su implicación económica en un sistema eléctrico.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract In this work, an efficient method to integrate the operating costs of the wind generation capacity, which includes the linearized electrical network is presented, the methodology consist in obtain a hypothetical hourly curve capable of representing the behavior of wind generators for their integration into the planning model of expansion of generation capacity. The implemented methodology showed efficient results by incorporating hypothetical hourly wind speed curves to the generation capacity expansion model, without the need to consider the probability distribution of wind speed, obtaining reduction in simulation times around 99 % with respect all overall expected year time, saving computational resources, and analyzing the behavior of wind generation and its economic implication in an electrical system. Finally, the model of the electrical network and the hypothetical hourly curve will be integrated into the planning model for the expansion of generation capacity and its technical-economic impact of considering various groupings for the modeling of the wind turbine is presented.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Generación eólica]]></kwd>
<kwd lng="es"><![CDATA[expansión de la generación]]></kwd>
<kwd lng="es"><![CDATA[planeación]]></kwd>
<kwd lng="es"><![CDATA[sistemas eléctricos de potencia]]></kwd>
<kwd lng="en"><![CDATA[Wind generation]]></kwd>
<kwd lng="en"><![CDATA[generation expansion]]></kwd>
<kwd lng="en"><![CDATA[power system planing]]></kwd>
<kwd lng="en"><![CDATA[wind velocity]]></kwd>
</kwd-group>
</article-meta>
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