{"id":130620,"date":"1996-01-01T00:00:00","date_gmt":"1996-01-01T00:00:00","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/identificacion-y-control-predictivo-basado-en-modelos-mediante-red-neuronal-en-el-espacio\/"},"modified":"1996-01-01T00:00:00","modified_gmt":"1996-01-01T00:00:00","slug":"identificacion-y-control-predictivo-basado-en-modelos-mediante-red-neuronal-en-el-espacio","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/ciencias-tecnologicas\/identificacion-y-control-predictivo-basado-en-modelos-mediante-red-neuronal-en-el-espacio\/","title":{"rendered":"Identificacion y control predictivo basado en modelos mediante red neuronal en el espacio."},"content":{"rendered":"<h2>Tesis doctoral de <strong>  Zamarre\u00f1o Cosme Jes\u00fas M. <\/strong><\/h2>\n<p>Este trabajo de tesis establece un modelo neuronal en el espacio de estados para identificacion de sistemas no lineales. Se desarrollan metodos de analisis sobre dicho modelo que permiten caracterizar su respuesta dinamica y establecer criterios de estabilidad. El modelo es capaz de realizar predicciones a varios pasos con gran precision una vez entrenada la red neuronal con algoritmos especificos. Esta capacidad de prediccion se utiliza en un controlador predictivo basado en modelos con restricciones para dar lugar a un controlador predictivo neuronal. Las ideas desarrolladas se prueban en primer lugar en simulacion para comprobar su correcto funcionamiento, y, posteriormente, con datos reales.  finalmente se realizan unas pruebas preliminares en una planta real del controlador predictivo neuronal implementandolo dentro de un sistema experto conectado al sistema de control distribuido de la planta.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Identificacion y control predictivo basado en modelos mediante red neuronal en el espacio.<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Identificacion y control predictivo basado en modelos mediante red neuronal en el espacio. <\/li>\n<li><strong>Autor:<\/strong>\u00a0  Zamarre\u00f1o Cosme Jes\u00fas M. <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Valladolid<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 01\/01\/1996<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li>Pastora Isabel Vega Cruz<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal:  Prada Moraga Cesar De <\/li>\n<li>Luis Alonso Romero (vocal)<\/li>\n<li>Eduardo Fernandez Camacho (vocal)<\/li>\n<li>Marga Marcos Mu\u00f1oz (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Zamarre\u00f1o Cosme Jes\u00fas M. Este trabajo de tesis establece un modelo neuronal en el espacio de estados [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[332,11013,2452,1124,2453,12451],"tags":[11018,12793,25872,12591,12592,183624],"class_list":["post-130620","post","type-post","status-publish","format-standard","hentry","category-ciencias-tecnologicas","category-ingenieria-de-control","category-ingenieria-de-procesos","category-tecnologia-de-la-instrumentacion","category-tecnologia-industrial","category-valladolid","tag-eduardo-fernandez-camacho","tag-luis-alonso-romero","tag-marga-marcos-munoz","tag-pastora-isabel-vega-cruz","tag-prada-moraga-cesar-de","tag-zamarreno-cosme-jesus-m"],"_links":{"self":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/130620","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/comments?post=130620"}],"version-history":[{"count":0,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/130620\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/media?parent=130620"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/categories?post=130620"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/tags?post=130620"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}