<?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>2602-8492</journal-id>
<journal-title><![CDATA[Revista Técnica energía]]></journal-title>
<abbrev-journal-title><![CDATA[Revista Técnica energía]]></abbrev-journal-title>
<issn>2602-8492</issn>
<publisher>
<publisher-name><![CDATA[Operador Nacional de Electricidad CENACE]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2602-84922019000200001</article-id>
<article-id pub-id-type="doi">10.37116/revistaenergia.v16.n1.2019.329</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Despacho Económico del Sistema Híbrido de las Islas Santa Cruz y Baltra Incorporando la Aleatoriedad de Potencia de los Sistemas Eólico y Solar Fotovoltaico]]></article-title>
<article-title xml:lang="en"><![CDATA[Economic Dispatch of the Hybrid System of the Santa Cruz and Baltra Islands Incorporating the Randomness of Power of the Eolic and Solar Photovoltaic Systems]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Bastidas]]></surname>
<given-names><![CDATA[Sandra]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Arcos]]></surname>
<given-names><![CDATA[Hugo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Escuela Politécnica Nacional Facultad de Ingeniería Eléctrica y Electrónica ]]></institution>
<addr-line><![CDATA[Quito ]]></addr-line>
<country>Ecuador</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,hugo.arcos@epn.edu.ec  ]]></institution>
<addr-line><![CDATA[ ]]></addr-line>
<country>Ecuador</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2019</year>
</pub-date>
<volume>16</volume>
<numero>1</numero>
<fpage>1</fpage>
<lpage>7</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_arttext&amp;pid=S2602-84922019000200001&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_abstract&amp;pid=S2602-84922019000200001&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.senescyt.gob.ec/scielo.php?script=sci_pdf&amp;pid=S2602-84922019000200001&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen: En este trabajo se desarrolla un modelo para la realización del Despacho Económico a corto plazo (24 horas de un día típico) del Sistema Híbrido de las Islas Santa Cruz y Baltra (generación térmica, eólica y solar fotovoltaica) ubicada en Galápagos. Debido a la aleatoriedad que presenta el recurso eólico y solar (variables aleatorias), para poder introducir la Potencia de estos sistemas renovables dentro del problema del Despacho Económico, se realiza un tratamiento a las variables aleatorias, utilizando las Técnicas de Simulaciones de Montecarlo, para lo cual, se cuenta con una base de datos históricos de tres años. Para el Despacho Económico se considera que las fuentes renovables entregan toda la potencia determinada en el tratamiento, pero como no es suficiente para abastecer la carga del sistema híbrido, la potencia faltante se la complementa con generación térmica. En el presente trabajo no se considera la modelación de sistemas de almacenamiento o banco de baterías. Para realizar el Despacho Económico de la generación térmica, se utilizan los flujos óptimos de potencia, que buscan minimizar los costos operativos de generación, utilizando el método del punto interior]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract: In the present work a model is developed for the realization of the Economic Dispatch in the short term (24 hours of a typical day) of the Baltra and Santa Cruz Island Hybrid System (thermal, wind and solar photovoltaic generation) located in Galápagos. Due to the randomness that the wind and solar resource presents (random variables), in order to introduce the Power of these renewable systems within the problem of the Economic Dispatch, a treatment is made to the random variables, using Montecarlo Simulations Techniques, for which, there is a three years of historical data base. For the Economic Dispatch is considered that the renewable sources deliver all the power determined in the treatment, but as it isn&#8217;t enough to supply the load of hybrid system, the missing power is complemented by thermal generation. In the current work the storage systems or battery bank is not modeled. To perform Economic Dispatch of the thermal generation, the optimal power flows are used, that look for minimizing the generation operating costs, using the interior point method.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Montecarlo]]></kwd>
<kwd lng="es"><![CDATA[variables aleatorias]]></kwd>
<kwd lng="es"><![CDATA[funciones de densidad de probabilidad]]></kwd>
<kwd lng="es"><![CDATA[raíz del error cuadrático medio]]></kwd>
<kwd lng="es"><![CDATA[flujos óptimos de potencia]]></kwd>
<kwd lng="en"><![CDATA[Montecarlo]]></kwd>
<kwd lng="en"><![CDATA[random variable]]></kwd>
<kwd lng="en"><![CDATA[probability density function s]]></kwd>
<kwd lng="en"><![CDATA[root mean square error]]></kwd>
<kwd lng="en"><![CDATA[optimal power flow]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Optimal allocation of stochastically dependent renewable energy based distributed generators in unbalanced distribution networks]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Abdelaziz]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Hegazy]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[El-Khattam]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Othman]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[Electric Power Systems Research]]></source>
<year>2014</year>
<volume>119</volume>
<page-range>34-44</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Stochastic-based scheduling of the microgrid operation including wind turbines, photovoltaic cells, energy storages and responsive loads]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Talari]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Haghifam]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Yazdaninejad]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<source><![CDATA[IET Generation, Transmission &amp; Distribution]]></source>
<year>2015</year>
<volume>9</volume>
<numero>12</numero>
<issue>12</issue>
<page-range>1498-509</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Optimal Renewable Resources Mix for Distribution System Energy Loss Minimization]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Y.]]></surname>
<given-names><![CDATA[Atwa]]></given-names>
</name>
</person-group>
<source><![CDATA[IEEE Journals &amp; Magazine]]></source>
<year>2010</year>
</nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zapata]]></surname>
</name>
</person-group>
<source><![CDATA[Análisis Probabilístico y Simulación]]></source>
<year>2010</year>
<publisher-loc><![CDATA[Universidad Tecnológica de Pereira ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Reyes]]></surname>
<given-names><![CDATA[G. Martín]]></given-names>
</name>
</person-group>
<source><![CDATA[La función de probabilidad normal: Características y aplicaciones]]></source>
<year>2012</year>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="">
<source><![CDATA[Método de Box-Muller&#8221;, Los diccionarios y las enciclopedias sobre el Académico]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vale]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<source><![CDATA[Energy assessment of photovoltaic conversion systems]]></source>
<year>2015</year>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="">
<source><![CDATA[&#8220;Impacto de la generación fotovoltaica en un sistema de distribución local]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Atwa]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
</person-group>
<source><![CDATA[Distribution System Planning and Reliability Assessment under High DG Penetration]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[An Economic Dispatch Model Incorporating Wind Power]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hetzer]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Yu]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Bhattarai]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<source><![CDATA[IEEE Transactions on Energy Conversion]]></source>
<year>2008</year>
<volume>23</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>603-11</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<article-title xml:lang=""><![CDATA[Optimal Power Flow Management for Grid Connected PV Systems with Batteries]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Riffonneau]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Bacha]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Barruel]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Ploix]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<source><![CDATA[IEEE Transactions on Sustainable Energy]]></source>
<year>2011</year>
<volume>2</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>309-20</page-range></nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="">
<article-title xml:lang=""><![CDATA[Flujo óptimo de potencia]]></article-title>
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vinueza Gomez]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<source><![CDATA[]]></source>
<year>1984</year>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="">
<source><![CDATA[G. DigSILENT &#8220;Estudios eléctricos y de operación del sistema híbrido Galápagos]]></source>
<year>2012</year>
</nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="">
<source><![CDATA[]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="">
<source><![CDATA[]]></source>
<year></year>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="">
<source><![CDATA[INDICADORES DE GESTION 2017 - Empresa Eléctrica de Galápagos]]></source>
<year></year>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
