{"id":3344,"date":"2023-10-25T15:29:47","date_gmt":"2023-10-25T13:29:47","guid":{"rendered":"http:\/\/www.smartechcluster.org.mialias.net\/es\/?post_type=astra-portfolio&#038;p=3344"},"modified":"2024-01-12T13:21:47","modified_gmt":"2024-01-12T12:21:47","slug":"proyecto-ai-4-bots","status":"publish","type":"astra-portfolio","link":"https:\/\/www.smartechcluster.org\/es\/proyectos\/proyecto-ai-4-bots\/","title":{"rendered":"AI 4 BOTS"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3344\" class=\"elementor elementor-3344\" data-elementor-post-type=\"astra-portfolio\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dbb8094 e-con-full e-flex e-con e-parent\" data-id=\"dbb8094\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-373c7a45 e-con-full e-flex e-con e-child\" data-id=\"373c7a45\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5d1d604c e-flex e-con-boxed e-con e-child\" data-id=\"5d1d604c\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"unlimited-elements-background-overlay\" data-forid=\"dbb8094\" data-location=\"back\" style=\"display:none\">\n\t\t\t<template>\n\t\t\t\n<!-- start Animated Gradient Background -->\n<style>\/* widget: Animated Gradient Background *\/\n\n#uc_gradient_animation_bg_addon18844 {\n\tbackground: linear-gradient(-45deg, #3348bf, #2c60cb, #247fd9, #1b9de8);\n\tbackground-size: 400% 400%;\n\tanimation: uc_gradient_animation_bg_addon18844gradient 15s ease infinite;\n\tposition:absolute;\n\ttop:0px;\n\tleft:0px;\n\tbottom:0px;\n\tright:0px;\n}\n\n@keyframes uc_gradient_animation_bg_addon18844gradient {\n\t0% {\n\t\tbackground-position: 0% 50%;\n\t}\n\t50% {\n\t\tbackground-position: 100% 50%;\n\t}\n\t100% {\n\t\tbackground-position: 0% 50%;\n\t}\n}\n\n<\/style>\n\n<div id=\"uc_gradient_animation_bg_addon18844\">\n<\/div>\n<script type=\"text\/javascript\"  id=\"ue_script_gradient_animation\">\n\n\/* Animated Gradient Background scripts: *\/ \n\n\n<\/script>\n<!-- end Animated Gradient Background -->\t\t\t<\/template>\n\t\t<\/div>\n\t\t\n\t\t<div class=\"elementor-element elementor-element-3a894e2 e-flex e-con-boxed e-con e-parent\" data-id=\"3a894e2\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d454b16 elementor-widget elementor-widget-video\" data-id=\"d454b16\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/7etExFpgcXk?feature=shared&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0e2fd83 e-flex e-con-boxed e-con e-parent\" data-id=\"0e2fd83\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1eeb1ce elementor-widget elementor-widget-heading\" data-id=\"1eeb1ce\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">OBJETIVOS<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c98f16c elementor-widget elementor-widget-text-editor\" data-id=\"c98f16c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>El objetivo general del proyecto es <strong>desarrollar un sistema inteligente basado en t\u00e9cnicas de an\u00e1lisis de datos avanzadas e inteligencia artificial<\/strong> que, integrado con los AGVs y un Gemelo Digital de una planta de producci\u00f3n, gu\u00ede la toma de decisiones asociadas a la gesti\u00f3n de los robots m\u00f3viles en tiempo real en una planta de producci\u00f3n y reduzca el riesgo generado por eventos inesperados, a trav\u00e9s del uso de datos hist\u00f3ricos y simulados.<\/p><p>Esto a su vez permitir\u00e1 maximizar la eficiencia de esta y reducir el consumo energ\u00e9tico y los costes de producci\u00f3n.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d6cea69 elementor-widget elementor-widget-image\" data-id=\"d6cea69\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"531\" height=\"282\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/solucion-propuesta-.png\" class=\"attachment-large size-large wp-image-3350\" alt=\"\" srcset=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/solucion-propuesta-.png 531w, https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/solucion-propuesta--300x159.png 300w\" sizes=\"(max-width: 531px) 100vw, 531px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1b161f elementor-widget elementor-widget-text-editor\" data-id=\"f1b161f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Para alcanzar este objetivo general se proponen los siguientes objetivos espec\u00edficos:<\/p><ul><li>Establecer un <strong>entorno experimental controlado, reducido y real de una planta de producci\u00f3n con AGVs<\/strong>, que permita observar los resultados obtenidos con la implementaci\u00f3n del sistema, y extrapolarlo al entorno productivo global de forma f\u00e1cil y escalable.<\/li><li>Recopilar <strong>informaci\u00f3n sobre los componentes humanos y tecnol\u00f3gicos del entorno experimental<\/strong> que permita establecer una base de datos de los eventos pasados o hist\u00f3ricos.<\/li><li>Dise\u00f1ar y desarrollar un <strong>sistema de an\u00e1lisis de datos basado en t\u00e9cnicas descriptivas, prescriptivas, predictivas de machine learning y algoritmos<\/strong> \u00e1giles de optimizaci\u00f3n e inteligencia artificial que garanticen la gesti\u00f3n \u00f3ptima de las flotas de AGVs en el entorno experimental.<\/li><li>Dise\u00f1ar y desarrollar un <strong>Gemelo Digital basado en las caracter\u00edsticas del entorno experimental<\/strong>, que permita visualizar de manera global todos procesos desarrollados en la planta de producci\u00f3n. A su vez, debe presentar la informaci\u00f3n requerida para la toma de decisiones basada en los resultados de la simulaci\u00f3n y uso de algoritmos de optimizaci\u00f3n.<\/li><li>Conectar e integrar todos los sistemas tecnol\u00f3gicos involucrados en el proceso, tales como la flota de AGVs y los dispositivos de IoT, el gemelo digital, el \u201cfleet management\u201d, las t\u00e9cnicas de an\u00e1lisis de datos avanzados y los algoritmos de inteligencia artificial.<\/li><li>Conectar e integrar el sistema digital con el entorno experimental real.<\/li><li>Realizar <strong>pruebas experimentales en la planta de producci\u00f3n<\/strong> para obtener los siguientes beneficios:<ul><li style=\"list-style-type: none;\"><ul><li><strong>Reducci\u00f3n de costes<\/strong>: mediante la anticipaci\u00f3n de imprevistos, situaciones no deseadas y asignaci\u00f3n de tareas \u00f3ptima, el sistema de AGVs ver\u00e1 mejorada su eficiencia notablemente reduciendo as\u00ed su consumo energ\u00e9tico, sus horas de funcionamiento y, con ello, los costes asociados.<\/li><li><strong>Mejora de la sostenibilidad y medio ambiente<\/strong>: la mejora en el consumo energ\u00e9tico de los sistemas implicados (Robots M\u00f3viles\/AGVs) deber\u00e1 contribuir consecuentemente a la mejora del medio ambiente y sostenibilidad.<\/li><li><strong>Mejora de las operaciones<\/strong>: ofrecer una visi\u00f3n en tiempo real de todo el sistema productivo y orientar la toma de decisiones mediante monitoreo y control inteligente y la predicci\u00f3n de posibles eventos inesperados.<\/li><li><strong>Reducci\u00f3n de riesgos<\/strong>: las simulaciones deben garantizar la eficiencia de los AGVs en la planta de producci\u00f3n. Al mismo tiempo, reducir los riesgos asociados a la fase de pruebas, o a la toma de decisiones incorrectas, por falta de informaci\u00f3n y previsi\u00f3n en la cadena de producci\u00f3n.<\/li><li><strong>Comprensi\u00f3n de las interacciones del sistema<\/strong>: el Gemelo Digital garantiza que los diferentes sistemas se pueden integrar y, a su vez, debe ofrecer una visi\u00f3n de su conectividad. Esta funci\u00f3n garantiza la interoperabilidad del sistema en los casos en que los productos y servicios que proceden de diferentes proveedores.<\/li><li><strong>Predicciones fiables<\/strong>: los resultados de los algoritmos predictivos deben garantizar la prevenci\u00f3n de eventos inesperados que puedan afectar la cadena productiva y mejorar el funcionamiento del sistema y de la planta de producci\u00f3n.<\/li><\/ul><\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5196483 e-flex e-con-boxed e-con e-parent\" data-id=\"5196483\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0a29367 e-con-full e-flex e-con e-child\" data-id=\"0a29367\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6625515 elementor-widget elementor-widget-image\" data-id=\"6625515\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"567\" height=\"350\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/AGV_-567x350-1.png\" class=\"attachment-large size-large wp-image-3352\" alt=\"\" srcset=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/AGV_-567x350-1.png 567w, https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/AGV_-567x350-1-300x185.png 300w\" sizes=\"(max-width: 567px) 100vw, 567px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Colocaci\u00f3n de los diferentes destinos del AGV<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c69ffbd e-con-full e-flex e-con e-child\" data-id=\"c69ffbd\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c6ab4c elementor-widget elementor-widget-image\" data-id=\"2c6ab4c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"500\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/ai4bots.jpg\" class=\"attachment-large size-large wp-image-3645\" alt=\"\" srcset=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/ai4bots.jpg 800w, https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/ai4bots-300x188.jpg 300w, https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/ai4bots-768x480.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">AGVs<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-58772f3 e-con-full e-flex e-con e-child\" data-id=\"58772f3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1df8c7f elementor-widget elementor-widget-image\" data-id=\"1df8c7f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"430\" height=\"270\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/gemelo-digital-1-430x270-2.jpg\" class=\"attachment-large size-large wp-image-3354\" alt=\"\" srcset=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/gemelo-digital-1-430x270-2.jpg 430w, https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/gemelo-digital-1-430x270-2-300x188.jpg 300w\" sizes=\"(max-width: 430px) 100vw, 430px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Ejemplo de gemelo digital de una instalaci\u00f3n tipo.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fe9e38f e-flex e-con-boxed e-con e-parent\" data-id=\"fe9e38f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e59937 elementor-widget elementor-widget-heading\" data-id=\"5e59937\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Participantes:<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7f3fe7e e-flex e-con-boxed e-con e-parent\" data-id=\"7f3fe7e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-98ed2db e-con-full e-flex e-con e-child\" data-id=\"98ed2db\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8c77618 elementor-widget elementor-widget-image\" data-id=\"8c77618\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/smartechcluster.org\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"190\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/logo_smartec-cluster.jpg\" class=\"attachment-large size-large wp-image-3136\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Smartech Cluster<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-73fe03f e-con-full e-flex e-con e-child\" data-id=\"73fe03f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-27c66d0 elementor-widget elementor-widget-image\" data-id=\"27c66d0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.kivnon.com\/es\/\" target=\"_blank\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"190\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/logo_kivnon.jpg\" class=\"attachment-large size-large wp-image-3360\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Kivnon Log\u00edstica<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7d14ca1 e-con-full e-flex e-con e-child\" data-id=\"7d14ca1\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3a2df8e elementor-widget elementor-widget-image\" data-id=\"3a2df8e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.uoc.edu\/portal\/es\/index.html\" target=\"_blank\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"190\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/logo_uoc.jpg\" class=\"attachment-large size-large wp-image-3362\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">UOC<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ad95400 e-con-full e-flex e-con e-child\" data-id=\"ad95400\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d19b06d elementor-widget elementor-widget-image\" data-id=\"d19b06d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/cadtech.es\/acerca-de-cadtech\/\" target=\"_blank\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"190\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/logo_cadtech-1.jpg\" class=\"attachment-large size-large wp-image-3358\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">CADTECH PLM<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aea1202 e-flex e-con-boxed e-con e-parent\" data-id=\"aea1202\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9c5bb54 elementor-widget elementor-widget-heading\" data-id=\"9c5bb54\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Organismo financiador<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-63798bf e-flex e-con-boxed e-con e-parent\" data-id=\"63798bf\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a3cf6fb e-con-full e-flex e-con e-child\" data-id=\"a3cf6fb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54b20d7 elementor-widget elementor-widget-image\" data-id=\"54b20d7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"190\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/800px-Logotipo_de_la_Direccion_General_de_Industria_y_de_la_Pequena_y_Mediana_Empresa.jpg\" class=\"attachment-large size-large wp-image-3149\" alt=\"Ministerio de Industria, Comercio y Turismo\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-34581de e-con-full e-flex e-con e-child\" data-id=\"34581de\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-abfc29d elementor-widget elementor-widget-image\" data-id=\"abfc29d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"190\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/somos-aei.jpg\" class=\"attachment-large size-large wp-image-3155\" alt=\"Logo Agrupaciones Empresariales Innovadoras (AEI) del Ministerio de Industria y Turismo\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-83ad14e e-con-full e-flex e-con e-child\" data-id=\"83ad14e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ca15931 elementor-widget elementor-widget-image\" data-id=\"ca15931\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"190\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/ES_Financiado_por_la_Union_Europea2-1024x256-1.jpg\" class=\"attachment-large size-large wp-image-3151\" alt=\"Financiado por la Uni\u00f3n Europea - NextGenerationEU\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fb39711 e-con-full e-flex e-con e-child\" data-id=\"fb39711\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1a21c17 elementor-widget elementor-widget-image\" data-id=\"1a21c17\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"190\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/10\/Logo-PRTR-tres-lineas_COLOR.jpg\" class=\"attachment-large size-large wp-image-3153\" alt=\"Plan de Recuperaci\u00f3n, Transformaci\u00f3n y Resiliencia\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4dc3ed6 e-flex e-con-boxed e-con e-parent\" data-id=\"4dc3ed6\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d567805 e-con-full e-flex e-con e-child\" data-id=\"d567805\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c5696a5 elementor-widget elementor-widget-heading\" data-id=\"c5696a5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Contacto<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8400e86 e-con-full e-flex e-con e-child\" data-id=\"8400e86\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a2cd251 e-con-full e-flex e-con e-child\" data-id=\"a2cd251\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e04d4f0 elementor-shape-circle uael-shape-circle uael-member-image-pos-above uael-team-member-align-center elementor-widget elementor-widget-uael-team-member\" data-id=\"e04d4f0\" data-element_type=\"widget\" data-widget_type=\"uael-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"uael-team-member\">\n\t\t\t<div class = \"uael-team-member-wrap\" >\n\t\t\t\t<div class=\"uael-member-wrap\" >\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-team-member-image\">\n\t\t\t\t\t\t\t<div class=elementor-animation-><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/08\/smartech-cluster_susana-prieto-300x300.png\" class=\"attachment-medium size-medium wp-image-1972\" alt=\"\" srcset=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/08\/smartech-cluster_susana-prieto-300x300.png 300w, https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/08\/smartech-cluster_susana-prieto-150x150.png 150w, https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/08\/smartech-cluster_susana-prieto.png 500w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-team-member-content\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-team-member-name\">\n\t\t\t\t\t\t<h3 class=\"uael-team-name\">SUSANA PRIETO<\/h3>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-team-member-designation\">\n\t\t\t\t\t\t\t<div class=\"uael-team-desig\">Cluster Manager\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper\">\n\t\t\t\t\t\t\t<div class=\"uael-team-social-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-envelope elementor-animation-shrink elementor-repeater-item-cb3c70d\" href=\"mailto:sprieto@secartys.org\" target=\"_blank\" aria-label=\"Envelope\">\n\t\t\t\t\t\t\t\t\t\t<i class=\"fas fa-envelope\"><\/i>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-phone-alt elementor-animation-shrink elementor-repeater-item-4305628\" href=\"tel:0034682495754\" target=\"_blank\" aria-label=\"Phone-alt\">\n\t\t\t\t\t\t\t\t\t\t<i class=\"fas fa-phone-alt\"><\/i>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-af58a5b e-con-full e-flex e-con e-child\" data-id=\"af58a5b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-03941dc elementor-shape-circle uael-shape-circle uael-member-image-pos-above uael-team-member-align-center elementor-widget elementor-widget-uael-team-member\" data-id=\"03941dc\" data-element_type=\"widget\" data-widget_type=\"uael-team-member.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"uael-team-member\">\n\t\t\t<div class = \"uael-team-member-wrap\" >\n\t\t\t\t<div class=\"uael-member-wrap\" >\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-team-member-image\">\n\t\t\t\t\t\t\t<div class=elementor-animation-><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/08\/smartech-cluster_agusti-padros-300x300.png\" class=\"attachment-medium size-medium wp-image-1974\" alt=\"\" srcset=\"https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/08\/smartech-cluster_agusti-padros-300x300.png 300w, https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/08\/smartech-cluster_agusti-padros-150x150.png 150w, https:\/\/www.smartechcluster.org\/wp-content\/uploads\/2023\/08\/smartech-cluster_agusti-padros.png 500w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-team-member-content\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-team-member-name\">\n\t\t\t\t\t\t<h3 class=\"uael-team-name\">AGUST\u00cd PADR\u00d3S<\/h3>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"uael-team-member-designation\">\n\t\t\t\t\t\t\t<div class=\"uael-team-desig\">Project Manager\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper\">\n\t\t\t\t\t\t\t<div class=\"uael-team-social-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-envelope elementor-animation-shrink elementor-repeater-item-1e3f4e4\" href=\"mailto:apadros@secartys.org\" target=\"_blank\" aria-label=\"Envelope\">\n\t\t\t\t\t\t\t\t\t\t<i class=\"fas fa-envelope\"><\/i>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-phone-alt elementor-animation-shrink elementor-repeater-item-3aa9556\" href=\"tel:003462287186\" target=\"_blank\" aria-label=\"Phone-alt\">\n\t\t\t\t\t\t\t\t\t\t<i class=\"fas fa-phone-alt\"><\/i>\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-81878a8 e-con-full e-flex e-con e-child\" data-id=\"81878a8\" data-element_type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"featured_media":5908,"template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","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":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","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":"set","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 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This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI 4 BOTS - Smartech Cluster<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.smartechcluster.org\/es\/proyectos\/proyecto-ai-4-bots\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI 4 BOTS - Smartech Cluster\" \/>\n<meta property=\"og:description\" content=\"OBJETIVOS El objetivo general del proyecto es desarrollar un sistema inteligente basado en t\u00e9cnicas de an\u00e1lisis de datos avanzadas e inteligencia artificial que, integrado con los AGVs y un Gemelo Digital de una planta de producci\u00f3n, gu\u00ede la toma de decisiones asociadas a la gesti\u00f3n de los robots m\u00f3viles en tiempo real en una planta [&hellip;]\" \/>\n<meta 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