<?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>1815-5944</journal-id>
<journal-title><![CDATA[Ingeniería Mecánica]]></journal-title>
<abbrev-journal-title><![CDATA[Ingeniería Mecánica]]></abbrev-journal-title>
<issn>1815-5944</issn>
<publisher>
<publisher-name><![CDATA[Facultad de Ingeniería Mecánica. Instituto Superior Politécnico "José Antonio Echeverría"]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1815-59442018000300117</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Modelos para la operación de gasificación de la leña en instalaciones downdraft]]></article-title>
<article-title xml:lang="en"><![CDATA[Modeling for the operation of the firewood gasification in downdraft installations]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Gutiérrez-Gualotuña]]></surname>
<given-names><![CDATA[Eduardo Roberto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Arzola-Ruiz]]></surname>
<given-names><![CDATA[José]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Almeida-Mera]]></surname>
<given-names><![CDATA[Juan Carlos]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad de las Fuerzas Armadas del Ecuador  ]]></institution>
<addr-line><![CDATA[ Quito]]></addr-line>
<country>Ecuador</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Tecnológica de La Habana José Antonio Echeverría Centro de Estudios de Matemática para las Ciencias Técnicas ]]></institution>
<addr-line><![CDATA[ La Habana]]></addr-line>
<country>Cuba</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>12</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>12</month>
<year>2018</year>
</pub-date>
<volume>21</volume>
<numero>3</numero>
<fpage>117</fpage>
<lpage>123</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_arttext&amp;pid=S1815-59442018000300117&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_abstract&amp;pid=S1815-59442018000300117&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_pdf&amp;pid=S1815-59442018000300117&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen La operación óptima de las instalaciones energéticas debe influir considerablemente en su eficiencia, por lo que el presente trabajo consistió en la definición de la estructura de modelos requeridos para la operación de gasificadores downdraft sobre la base de su análisis sistémico, su identificación y determinación del tipo de modelo de mejor ajuste. Para la identificación de los modelos fue construida una instalación experimental, utilizando, entre otras biomasas, la leña. A partir de un plan experimental 3N,con tres réplicas, se identificaron los modelos necesarios con ayuda de técnicas de redes neuronales artificiales y de regresión no lineal. Los mejores resultados se obtuvieron utilizando modelos de redes neuronales, siendo por tanto el más recomendable en la etapa preliminar del proceso de construcción adaptiva del modelo de operación del proceso estudiado.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract Optimal operation of energetic installations must considerably influence on its efficiency. By this, the objective of the present paper consists in the definition of the required models structure for the operation of downdraft gasifiers and its identification based on systemic analysis, it identification and the determination of the better adjustment type of model. For the models identification an experimental installation was constructed using, between other biomasses, firewood. Starting from an 3N experimental plan, with three replicas, needed models were identified helped by artificial neural networks and regression techniques. The best results were obtained using neural network, being therefore the most advisable in the preliminary stage of the process of the adaptive construction of operation models of the studied process.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[operación de procesos tecnológicos]]></kwd>
<kwd lng="es"><![CDATA[análisis de sistemas]]></kwd>
<kwd lng="es"><![CDATA[fuentes de energía renovable]]></kwd>
<kwd lng="es"><![CDATA[redes neuronales artificiales]]></kwd>
<kwd lng="es"><![CDATA[regresión no lineal]]></kwd>
<kwd lng="en"><![CDATA[operation of technological processes]]></kwd>
<kwd lng="en"><![CDATA[systems analysis]]></kwd>
<kwd lng="en"><![CDATA[renewable energy sources]]></kwd>
<kwd lng="en"><![CDATA[artificial neural networks]]></kwd>
<kwd lng="en"><![CDATA[non-lineal regression]]></kwd>
</kwd-group>
</article-meta>
</front><back>
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