<?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>1665-2738</journal-id>
<journal-title><![CDATA[Revista mexicana de ingeniería química]]></journal-title>
<abbrev-journal-title><![CDATA[Rev. Mex. Ing. Quím]]></abbrev-journal-title>
<issn>1665-2738</issn>
<publisher>
<publisher-name><![CDATA[Universidad Autónoma Metropolitana, División de Ciencias Básicas e Ingeniería]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1665-27382015000100014</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Análisis del desempeño de controladores lineales sintonizados en diferentes estados estacionarios del biorreactor de Cholette mediante técnicas de decisión multi-criterio]]></article-title>
<article-title xml:lang="en"><![CDATA[Comparative performance analysis of different linear controllers tuned for several Cholette's bioreactor steady states using multi-criteria decision making techniques]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Rodríguez-Mariano]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Reynoso-Meza]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<xref ref-type="aff" rid="A03"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Páramo-Calderón]]></surname>
<given-names><![CDATA[D.E.]]></given-names>
</name>
<xref ref-type="aff" rid="A04"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Chávez-Conde]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<xref ref-type="aff" rid="A02"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[García-Alvarado]]></surname>
<given-names><![CDATA[M.A.]]></given-names>
</name>
<xref ref-type="aff" rid="A05"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Carrillo-Ahumada]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<xref ref-type="aff" rid="A01"/>
</contrib>
</contrib-group>
<aff id="A01">
<institution><![CDATA[,Universidad del Papaloapan Instituto de Química Aplicada ]]></institution>
<addr-line><![CDATA[Tuxtepec Oaxaca]]></addr-line>
<country>México</country>
</aff>
<aff id="A02">
<institution><![CDATA[,Universidad del Papaloapan Instituto de Agroingeniería ]]></institution>
<addr-line><![CDATA[Loma Bonita Oaxaca]]></addr-line>
<country>México</country>
</aff>
<aff id="A03">
<institution><![CDATA[,Pontificia Universidad Católica de Paraná Programa de Posgraduados en Ingeniería de la Producción y Sistemas ]]></institution>
<addr-line><![CDATA[Curitiba PR]]></addr-line>
<country>Brasil</country>
</aff>
<aff id="A04">
<institution><![CDATA[,Universidad del Papaloapan Instituto de Biotecnología ]]></institution>
<addr-line><![CDATA[Tuxtepec Oaxaca]]></addr-line>
<country>México</country>
</aff>
<aff id="A05">
<institution><![CDATA[,Instituto Tecnológico de Veracruz Departamento de Ingeniería Química y Bioquímica ]]></institution>
<addr-line><![CDATA[Veracruz ]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>04</month>
<year>2015</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>04</month>
<year>2015</year>
</pub-date>
<volume>14</volume>
<numero>1</numero>
<fpage>167</fpage>
<lpage>204</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S1665-27382015000100014&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S1665-27382015000100014&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S1665-27382015000100014&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[En este trabajo se presenta un análisis comparativo del desempeno de diferentes controladores lineales desarrollados para el biorreactor de Cholette en sus diferentes modelos y estados estacionarios. Para tal finalidad, se emplearon y reformularon los índices de desempeño IAE, ISE, ITAE, ISU e IADU para evaluarlos mediante técnicas de decisión multi-criterio utilizando la metodología PROMETHEE. Los resultados demuestran la factibilidad del criterio formulado basado en el concepto de distancia de desempeño; proporcionando un método sistemático para la evaluación del desempeño de controladores lineales en sistemas estables e inestables y con multiplicidad de estados estacionarios.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[In this work a comparative performance analysis of different linear controllers tuned for several Cholette's bioreactor models at different steady states was realized. To this end the performance indexes IAE, ISE, ITAE, ISU and IADU were tailored for a multi-criteria decision techniques (MCDM) reformulation using PROMETHEE analysis. The results show the feasibility of formulated criteria based on performance distance approach; providing a method for evaluating the performance of linear controllers used on stable and unstable systems with multiple steady states.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Biorreactor de Cholette]]></kwd>
<kwd lng="es"><![CDATA[multiplicidad de estados]]></kwd>
<kwd lng="es"><![CDATA[control lineal]]></kwd>
<kwd lng="es"><![CDATA[estados estacionarios]]></kwd>
<kwd lng="es"><![CDATA[PROMETHEE]]></kwd>
<kwd lng="en"><![CDATA[Cholette's bioreactor]]></kwd>
<kwd lng="en"><![CDATA[multiplicity of states]]></kwd>
<kwd lng="en"><![CDATA[linear control]]></kwd>
<kwd lng="en"><![CDATA[steady states]]></kwd>
<kwd lng="en"><![CDATA[PROMETHEE]]></kwd>
</kwd-group>
</article-meta>
</front><body><![CDATA[ <p align="justify"><font face="verdana" size="4">Simulaci&oacute;n y control</font></p> 	    <p align="justify">&nbsp;</p>  	    <p align="center"><font face="verdana" size="4"><b>An&aacute;lisis del desempe&ntilde;o de controladores lineales sintonizados en diferentes estados estacionarios del biorreactor de Cholette mediante t&eacute;cnicas de decisi&oacute;n multi&#45;criterio</b></font></p> 	    <p align="justify">&nbsp;</p>     <p align="center"><font face="verdana" size="3"><b>Comparative performance analysis of different linear controllers tuned for several Cholette's bioreactor steady states using multi&#45;criteria decision making techniques</b></font></p>     <p align="center">&nbsp;</p>     <p align="center"><font face="verdana" size="2"><b>A. Rodr&iacute;guez&#45;Mariano<sup>2</sup>, G. Reynoso&#45;Meza<sup>3</sup>, D.E. P&aacute;ramo&#45;Calder&oacute;n<sup>4</sup>, E. Ch&aacute;vez&#45;Conde<sup>2</sup>, M.A. Garc&iacute;a&#45;Alvarado<sup>5</sup> y J. Carrillo&#45;Ahumada<sup>1</sup>*</b></font></p>     <p align="center">&nbsp;</p>  	    <p align="justify"><font face="verdana" size="2"><i><sup>1</sup>&nbsp;Universidad del Papaloapan, Instituto de Qu&iacute;mica Aplicada. Circuito Central 200, colonia Parque Industrial, Tuxtepec, Oax., M&eacute;xico 68301. </i>*Autor para la correspondencia. E&#45;mail: <a href="mailto:jcarrillo@unpa.edu.mx"> jcarrillo@unpa.edu.mx</a>; <a href="mailto:jesuscarrillo18@yahoo.com">jesuscarrillo18@yahoo.com</a>, Tel. 01 (287) 87 5 92 40 Ext. 230.</font></p>  	    <p align="justify"><font face="verdana" size="2"><i><sup>2</sup>&nbsp;Universidad del Papaloapan, Instituto de Agroingenier&iacute;a. Av. Ferrocarril s/n, Cd. Universitaria, Loma Bonita, Oax., M&eacute;xico 68400.</i></font></p>  	    ]]></body>
<body><![CDATA[<p align="justify"><font face="verdana" size="2"><i><sup>3</sup> Programa de Posgraduados en Ingenier&iacute;a de la Producci&oacute;n y Sistemas (PPGEPS). Pontificia Universidad Cat&oacute;lica de Paran&aacute; (PUCPR). Inmaculada Concepci&oacute;n 1155(80215&#45;901). Curitiba (PR), Brasil. </i></font></p> 	    <p align="justify"><font face="verdana" size="2"><i><sup>4</sup> Universidad del Papaloapan, Instituto de Biotecnolog&iacute;a. Circuito Central 200, Colonia Parque Industrial, Tuxtepec, Oax., M&eacute;xico C.P. 68301. </i></font></p> 	    <p align="justify"><font face="verdana" size="2"><i><sup>5 </sup>Departamento de Ingenier&iacute;a Qu&iacute;mica</i> y <i>Bioqu&iacute;mica. Instituto Tecnol&oacute;gico de Veracruz. Av. Miguel &Aacute;ngel de Quevedo 2779, Veracruz, Ver, M&eacute;xico 91860.</i> </font></p> 	    <p align="justify">&nbsp;</p> 	    <p align="justify"><font face="verdana" size="2">Recibido 30 de Abril de 2014    <br>Aceptado 10 de Marzo de 2015</font></p>     <p align="justify">&nbsp;</p> 	    <p align="justify"><font face="verdana" size="2"><b>Resumen</b></font></p> 	    <p align="justify"><font face="verdana" size="2">En este trabajo se presenta un an&aacute;lisis comparativo del desempeno de diferentes controladores lineales desarrollados para el biorreactor de Cholette en sus diferentes modelos y estados estacionarios. Para tal finalidad, se emplearon y reformularon los &iacute;ndices de desempe&ntilde;o IAE, ISE, ITAE, ISU e IADU para evaluarlos mediante t&eacute;cnicas de decisi&oacute;n multi&#45;criterio utilizando la metodolog&iacute;a PROMETHEE. Los resultados demuestran la factibilidad del criterio formulado basado en el concepto de distancia de desempe&ntilde;o; proporcionando un m&eacute;todo sistem&aacute;tico para la evaluaci&oacute;n del desempe&ntilde;o de controladores lineales en sistemas estables e inestables y con multiplicidad de estados estacionarios.</font></p>  	    <p align="justify"><font face="verdana" size="2"><b>Palabras clave: </b>Biorreactor de Cholette, multiplicidad de estados, control lineal, estados estacionarios, PROMETHEE.</font></p>     ]]></body>
<body><![CDATA[<p align="justify">&nbsp;</p> 	    <p align="justify"><font face="verdana" size="2"><b>Abstract</b></font></p>  	    <p align="justify"><font face="verdana" size="2">In this work a comparative performance analysis of different linear controllers tuned for several Cholette's bioreactor models at different steady states was realized. To this end the performance indexes IAE, ISE, ITAE, ISU and IADU were tailored for a multi&#45;criteria decision techniques (MCDM) reformulation using PROMETHEE analysis. The results show the feasibility of formulated criteria based on performance distance approach; providing a method for evaluating the performance of linear controllers used on stable and unstable systems with multiple steady states.</font></p>  	    <p align="justify"><font face="verdana" size="2"><b>Key words:</b> Cholette's bioreactor, multiplicity of states, linear control, steady states, PROMETHEE.</font></p>     <p align="justify">&nbsp;</p>      <p align="justify"><font face="verdana" size="2"><a href="../pdf/rmiq/v14n1/v14n1a14.pdf" target="_blank">DESCARGAR ART&Iacute;CULO EN FORMATO PDF</a></font></p>	      <p align="justify">&nbsp;</p>     <p align="justify"><font face="verdana" size="2"><b>Agradecimientos</b></font></p>  	    <p align="justify"><font face="verdana" size="2">Los autores agradecen al Programa de Mejoramiento del Profesorado (PROMEP) por el financiamiento parcial para esta investigaci&oacute;n mediante el proyecto "An&aacute;lisis de Estabilidad de Procesos Qu&iacute;micos y Alimentarios con Controladores &Oacute;ptimo&#45;Robustos" (PROMEP/103.5/12/7959; UNPA&#45;PTC&#45;119) y por la beca del estudiante A. Rodr&iacute;guez&#45;Mariano. Al proyecto interno aprobado UNPA "An&aacute;lisis del desempe&ntilde;o de controladores lineales sintonizados en diferentes estados estacionarios del biorreactor de Cholette mediante t&eacute;cnicas de decisi&oacute;n multi&#45;criterio". Al Consejo Nacional de Desarrollo Cient&iacute;fico y Tecnol&oacute;gico de Brasil&#45;CNPq (proyecto BJT 304804/2014&#45;2).</font></p>     <p align="justify">&nbsp;</p>  	    ]]></body>
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