<?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>0121-750X</journal-id>
<journal-title><![CDATA[Ingeniería]]></journal-title>
<abbrev-journal-title><![CDATA[ing.]]></abbrev-journal-title>
<issn>0121-750X</issn>
<publisher>
<publisher-name><![CDATA[Universidad Distrital Francisco José de Caldas]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0121-750X2019000300209</article-id>
<article-id pub-id-type="doi">10.14483/23448393.14256</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Una Nueva Forma de Reducir la Intermitencia Eléctrica de Manera Sustentable, Caso de Estudio: un Sistema Híbrido Tipo Rebombeo Solar en México]]></article-title>
<article-title xml:lang="en"><![CDATA[A New Way to Reduce Electrical Intermittency in a Sustainable Way, Case Study: A Pumped Storage Reservoir-Solar Hybrid System in Mexico]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ramos Gutiérrez]]></surname>
<given-names><![CDATA[Leonardo de Jesús]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Montenegro Fragoso]]></surname>
<given-names><![CDATA[Manuel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Panamericana Comisión Federal de Electricidad ]]></institution>
<addr-line><![CDATA[Guadalajara ]]></addr-line>
<country>Mexico</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Panamericana  ]]></institution>
<addr-line><![CDATA[Guadalajara ]]></addr-line>
<country>Mexico</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>24</volume>
<numero>3</numero>
<fpage>209</fpage>
<lpage>223</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0121-750X2019000300209&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0121-750X2019000300209&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0121-750X2019000300209&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen  Contexto:  México, antes de 2013, tenía un control unilateral tipo gubernamental del sector eléctrico, situación que fue modificada con la reforma energética donde las políticas de operación cambiaron, creando un nuevo esquema basado en un mercado eléctrico mayorista (MEM) a través de un mercado abierto; al mismo tiempo, las fuentes con mayor presencia a la fecha son las fuentes de generación eléctrica tipo intermitente, tales como las centrales solares fotovoltaicas y las centrales eólicas. La intermitencia que de estas fuentes surja en la red de transmisión eléctrica provocará un problema de seguridad energética denominado la curva de pato.  Metodo:  Este estudio técnico-administrativo realiza un panorama pormenorizado para estructurar un modelo a través de la toma de decisiones con el proceso de análisis jerárquico (AHP, por sus siglas en ingles), ello con el fin de repotenciar el sector eléctrico mexicano mediante la toma de decisiones con los criterios sociales, ambientales, económicos, políticos y técnicos.  Resultados:  Se presenta un análisis de sensibilidad resultado del software Lingo y Web-Hipre, el cual sustenta el criterio y subcriterio que mayor beneficio tendrá al incluir una nueva innovación denominada rebombeo solar, ello para salvaguardar las finanzas públicas y disminuir la intermitencia eléctrica en México.  Conclusiones:  Llevar a la toma de decisiones y tecnologías dentro de políticas energéticas sin necesidad de un modelo físico, pero sí con una investigación de operaciones, comprobando la factibilidad de estas.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract  Context:  Mexico before 2013, had a unilateral government-like control of the electricity sector, a situation that was modified with the energy reform, where the operating policies changed, creating a new scheme based on a Wholesale Electricity Market (MEM) through an open market and where the sources with the greatest presence to date are intermittent power generation sources, such as; photovoltaic solar power plants and wind power plants. The intermittency of these sources arising in the electrical transmission network will cause a problem of energy security called the duck curve.  Method:  This technical-administrative study makes a detailed panorama to structure a model through decision making with the Hierarchical Analysis Process (AHP, acronym in English) to repower the Mexican electric sector by making decisions with social criteria, environmental, economic, political and technical.  Results:  A sensitivity analysis is presented as a result of the LINGO Software and Web Hipre that supports the criterion and sub-criterion that will benefit the most by including a new innovation called Re-pumping-solar to save-the public finances and decrease the electrical intermittency in Mexico.  Conclusions:  Lead to decision making, technologies within energy policies without the need for a physical model, but yes; with an investigation of operations verifying the feasibility of said technologies.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[decision making]]></kwd>
<kwd lng="en"><![CDATA[energy security]]></kwd>
<kwd lng="en"><![CDATA[innovation]]></kwd>
<kwd lng="en"><![CDATA[intermittent]]></kwd>
<kwd lng="en"><![CDATA[pumped storage reservoir solar]]></kwd>
<kwd lng="en"><![CDATA[sensitivity analysis]]></kwd>
<kwd lng="en"><![CDATA[language: Spanish]]></kwd>
<kwd lng="es"><![CDATA[análisis de sensibilidad]]></kwd>
<kwd lng="es"><![CDATA[innovación]]></kwd>
<kwd lng="es"><![CDATA[intermitencia]]></kwd>
<kwd lng="es"><![CDATA[rebombeo solar]]></kwd>
<kwd lng="es"><![CDATA[seguridad energética toma de decisiones]]></kwd>
<kwd lng="es"><![CDATA[Idioma: Español]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<label>[1]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Beltrán]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Gracia-Leon]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez-Urrego]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez-Urrego]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Design and calculation of a hybrid solar-hydraulic power station in Gran Canaria]]></article-title>
<source><![CDATA[Dyna]]></source>
<year>2018</year>
<volume>85</volume>
<numero>206</numero>
<issue>206</issue>
<page-range>250-7</page-range></nlm-citation>
</ref>
<ref id="B2">
<label>[2]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jain]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Chakraborty]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Gupta]]></surname>
<given-names><![CDATA[S. K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluating Pumped Hydro storage technology in the era of renewable generation and ancillary Markets]]></article-title>
<source><![CDATA[Water and Energy International]]></source>
<year>2019</year>
<volume>62</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>33-8</page-range></nlm-citation>
</ref>
<ref id="B3">
<label>[3]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Lu]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Hu]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Dong]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Coordinated optimal operation of hydro-wind-solar integrated systems]]></article-title>
<source><![CDATA[Applied Energy]]></source>
<year>2019</year>
<volume>242</volume>
<page-range>883-96</page-range></nlm-citation>
</ref>
<ref id="B4">
<label>[4]</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Saaty]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
</person-group>
<source><![CDATA[Toma de decisiones para líderes: el proceso analítico jerárquico en la toma de decisiones en un mundo complejo]]></source>
<year>1997</year>
<publisher-loc><![CDATA[Pittsburgh ]]></publisher-loc>
<publisher-name><![CDATA[RWS Publications]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B5">
<label>[5]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cavallaro]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multi-criteria decision aid to assess concentrated solar thermal technologies]]></article-title>
<source><![CDATA[Renewable Energy]]></source>
<year>2009</year>
<volume>34</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>1678-85</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>[6]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gunantara]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Putra , N]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Nyoman]]></surname>
<given-names><![CDATA[I. D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Characteristics of Metaheuristic Method in Selection of Path Pairs on Multicriteria]]></article-title>
<source><![CDATA[Journal of Computer Networks and Communications]]></source>
<year>2019</year>
<numero>4</numero>
<issue>4</issue>
</nlm-citation>
</ref>
<ref id="B7">
<label>[7]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cahyadi]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Anna]]></surname>
<given-names><![CDATA[I. D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Multi-Criteria Model for Marketing Strategy Selection for Batik Fashion Creative Industry in Indonesia]]></article-title>
<source><![CDATA[International Journal of Advances in Scientific Research and Engineering]]></source>
<year>2019</year>
<volume>5</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B8">
<label>[8]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kaya]]></surname>
<given-names><![CDATA[T.]]></given-names>
</name>
<name>
<surname><![CDATA[Kahraman]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multicriteria renewable energy planning using an integrated fuzzy VIKOR &amp; AHP methodology: The case of Istanbul]]></article-title>
<source><![CDATA[Energy]]></source>
<year>2010</year>
<volume>35</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>2517-27</page-range></nlm-citation>
</ref>
<ref id="B9">
<label>[9]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Watrobski]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Jankowski]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Ziemba]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Karczmarczyk]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Zioto]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Generalised framework for multi-criteria method selection]]></article-title>
<source><![CDATA[Omega]]></source>
<year>2019</year>
<volume>86</volume>
<page-range>107-24</page-range></nlm-citation>
</ref>
<ref id="B10">
<label>[10]</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pope]]></surname>
<given-names><![CDATA[J. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Hegland]]></surname>
<given-names><![CDATA[T. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Ballesteros]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Nielsen]]></surname>
<given-names><![CDATA[K. N.]]></given-names>
</name>
<name>
<surname><![CDATA[Rahikainen]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Steps to unlocking ecosystem based fisheries management: Towards displaying the N dimensional potato]]></article-title>
<source><![CDATA[Fisheries research]]></source>
<year>2019</year>
<volume>209</volume>
<page-range>117-28</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
