{"id":10438,"date":"2023-11-16T16:51:59","date_gmt":"2023-11-16T16:51:59","guid":{"rendered":"https:\/\/ines.es\/services\/data-analytics-consultancy\/"},"modified":"2024-04-29T14:27:13","modified_gmt":"2024-04-29T14:27:13","slug":"data-analytics-consultancy","status":"publish","type":"page","link":"https:\/\/ines.es\/es\/services\/data-analytics-consultancy\/","title":{"rendered":"CONSULTOR\u00cdA DE AN\u00c1LISIS DE DATOS"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"10438\" class=\"elementor elementor-10438 elementor-5924\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8620b2b elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"8620b2b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;video&quot;,&quot;animation&quot;:&quot;fadeIn&quot;,&quot;background_video_link&quot;:&quot;https:\\\/\\\/ines.es\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/data.mp4&quot;,&quot;background_play_on_mobile&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-background-video-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<video class=\"elementor-background-video-hosted\" role=\"presentation\" autoplay muted playsinline loop><\/video>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3c3bfed\" data-id=\"3c3bfed\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1229c95 de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"1229c95\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">CONSULTOR\u00cdA DE AN\u00c1LISIS DE DATOS<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea54558 de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"ea54558\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">VALORICEMOS LOS DATOS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ac31dda\" data-id=\"ac31dda\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-558d8d3 elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"558d8d3\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;fadeIn&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7c238a5\" data-id=\"7c238a5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d84153e elementor-widget__width-auto de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"d84153e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">SERVICIOS<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2af4dd6 de_scroll_animation_no elementor-widget elementor-widget-qi_addons_for_elementor_animated_text\" data-id=\"2af4dd6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"qi_addons_for_elementor_animated_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"qodef-shortcode qodef-m qodef-qi-animated-text qodef--animated-by-word qodef--alignment-left qodef-qi--has-appear qodef--appear-from-right\" >\n\t\t<h3 class=\"qodef-m-title\">\n\t\t<span class=\"qodef-e-word\">APRENDIENDO<\/span> <span class=\"qodef-e-word\">DEL<\/span> <span class=\"qodef-e-word\">PASADO<\/span> <span class=\"qodef-e-word\">-<\/span> <span class=\"qodef-e-word\">AN\u00c1LISIS<\/span> <span class=\"qodef-e-word\">BIG<\/span> <span class=\"qodef-e-word\">DATA<\/span>\t<\/h3>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e361f2 de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"7e361f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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>INES presta servicios de consultor\u00eda a administraciones p\u00fablicas y privadas con el objetivo de mejorar la eficiencia del mantenimiento. Ayuda a adoptar una estrategia de mantenimiento preventivo, aprovechando tecnolog\u00edas avanzadas como el aprendizaje autom\u00e1tico y la inteligencia artificial, para analizar a fondo los datos de los activos de infraestructuras, maximizando su utilidad.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-f19d387 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f19d387\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-869e7c5\" data-id=\"869e7c5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-54f00ce de_scroll_animation_no elementor-widget elementor-widget-image\" data-id=\"54f00ce\" data-element_type=\"widget\" data-e-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=\"700\" height=\"655\" src=\"https:\/\/ines.es\/wp-content\/uploads\/2023\/12\/graficoines-1.png\" class=\"attachment-large size-large wp-image-10489\" alt=\"\" srcset=\"https:\/\/ines.es\/wp-content\/uploads\/2023\/12\/graficoines-1.png 700w, https:\/\/ines.es\/wp-content\/uploads\/2023\/12\/graficoines-1-300x281.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-36e7b63\" data-id=\"36e7b63\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e3d5657 de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"e3d5657\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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 factor distintivo de INES en este campo es que el equipo de analistas, formado por matem\u00e1ticos, f\u00edsicos e ingenieros de datos, est\u00e1 dirigido por ingenieros civiles superiores, especialistas en el mantenimiento y conservaci\u00f3n de elementos de infraestructura. Esto permite contextualizar el valor de los datos y garantizar la calibraci\u00f3n y validaci\u00f3n de los modelos.<\/p><p>Las organizaciones p\u00fablicas y privadas encargadas del mantenimiento de las infraestructuras de ingenier\u00eda civil recopilan diversa informaci\u00f3n de los activos, como datos de inventario, da\u00f1os existentes, intervenciones de reparaci\u00f3n, incidentes debidos a la exposici\u00f3n clim\u00e1tica o al funcionamiento diario, etc. Esta informaci\u00f3n se recopila a lo largo del ciclo de vida de la infraestructura, creando un importante registro hist\u00f3rico.<\/p><p>INES ofrece servicios de consultor\u00eda para organizar dicha informaci\u00f3n en bases de datos y permitir la aplicaci\u00f3n de algoritmos vinculados con t\u00e9cnicas de aprendizaje autom\u00e1tico e inteligencia artificial para maximizar el beneficio de su an\u00e1lisis y ayudar en el proceso de toma de decisiones mediante la introducci\u00f3n de un enfoque predictivo.<\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-728db8b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"728db8b\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-5e8ee23\" data-id=\"5e8ee23\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dd33c99 elementor-widget__width-auto de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"dd33c99\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">SERVICIOS <\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b43d6e de_scroll_animation_no elementor-widget elementor-widget-heading\" data-id=\"7b43d6e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">CAPTURANDO EL COMPORTAMIENTO EN TIEMPO REAL.\nGEMELOS DIGITALES<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f95ac4 elementor-widget-divider--view-line de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-divider\" data-id=\"3f95ac4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-60e6a12 de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"60e6a12\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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>INES presta servicios de consultor\u00eda para captar, mediante un sistema espec\u00edfico de monitorizaci\u00f3n en tiempo real, el comportamiento de un activo construido. Los datos adquiridos de la instrumentaci\u00f3n se utilizan para construir un modelo matem\u00e1tico representativo de la realidad, que se calibra inicialmente compar\u00e1ndolo con el modelo f\u00edsico del activo. Posteriormente, los datos de monitorizaci\u00f3n continua se utilizan para entrenar el modelo anal\u00edtico. Utilizando tecnolog\u00eda en la nube y una plataforma web, culmina en un Sistema de Alerta Temprana que env\u00eda una alarma al administrador cuando se superan unos umbrales espec\u00edficos predefinidos.<\/p><p><span class=\"TextRun SCXP131072994 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-scheme-color=\"@374151,,\" data-usefontface=\"true\" data-contrast=\"none\"><span class=\"NormalTextRun SCXP131072994 BCX0\">El desarrollo de gemelos digitales requiere de la interacci\u00f3n de diversas\u00a0<\/span><\/span><span class=\"TextRun SCXP131072994 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-scheme-color=\"@374151,,\" data-usefontface=\"true\" data-contrast=\"none\"><span class=\"NormalTextRun SCXP131072994 BCX0\">disciplinas (ingenieros civiles, especialistas en monitorizaci\u00f3n, adquisici\u00f3n de datos, procesamiento de datos y otros).\u00a0<\/span><\/span><span class=\"TextRun SCXP131072994 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-scheme-color=\"@374151,,\" data-usefontface=\"true\" data-contrast=\"none\"><span class=\"NormalTextRun SCXP131072994 BCX0\">Si bien INES lidera este proceso debido a la experiencia del equipo\u00a0<\/span><\/span><span class=\"TextRun SCXP131072994 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-scheme-color=\"@374151,,\" data-usefontface=\"true\" data-contrast=\"none\"><span class=\"NormalTextRun SCXP131072994 BCX0\">\u00a0con los activos y el an\u00e1lisis de datos, colaboramos con diferentes\u00a0<\/span><\/span><span class=\"TextRun SCXP131072994 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-scheme-color=\"@374151,,\" data-usefontface=\"true\" data-contrast=\"none\"><span class=\"NormalTextRun SCXP131072994 BCX0\">especialistas en aquellos campos que se requieran en funci\u00f3n de cada proyecto,\u00a0<\/span><\/span><span class=\"TextRun SCXP131072994 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-scheme-color=\"@374151,,\" data-usefontface=\"true\" data-contrast=\"none\"><span class=\"NormalTextRun SCXP131072994 BCX0\">respondiendo como un \u00fanico equipo ante el Cliente.<\/span><\/span><\/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-74fd0a5 elementor-widget-divider--view-line de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-divider\" data-id=\"74fd0a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-b8d5a72\" data-id=\"b8d5a72\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-10e1fd8 de_scroll_animation_no elementor-widget elementor-widget-video\" data-id=\"10e1fd8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&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=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/ines.es\/wp-content\/uploads\/2023\/12\/Digital_twin_example.mp4\" controls=\"\" preload=\"metadata\" controlsList=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05da2a3 elementor-widget-divider--view-line de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-divider\" data-id=\"05da2a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c2bf254 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c2bf254\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c266cdf\" data-id=\"c266cdf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-77421ae elementor-widget__width-auto de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"77421ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">SERVICIOS<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-171d5b4 de_scroll_animation_no elementor-widget elementor-widget-qi_addons_for_elementor_animated_text\" data-id=\"171d5b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"qi_addons_for_elementor_animated_text.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"qodef-shortcode qodef-m qodef-qi-animated-text qodef--animated-by-word qodef--alignment-left qodef-qi--has-appear qodef--appear-from-right\" >\n\t\t<h4 class=\"qodef-m-title\">\n\t\t<span class=\"qodef-e-word\">MODELOS<\/span> <span class=\"qodef-e-word\">DIGITALES.NUBES<\/span> <span class=\"qodef-e-word\">DE<\/span> <span class=\"qodef-e-word\">PUNTOS,<\/span> <span class=\"qodef-e-word\">MODELOS<\/span> <span class=\"qodef-e-word\">3D<\/span> <span class=\"qodef-e-word\">Y<\/span> <span class=\"qodef-e-word\">BIM<\/span>\t<\/h4>\n<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5fe0de7 de_scroll_animation_no elementor-invisible elementor-widget elementor-widget-text-editor\" data-id=\"5fe0de7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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 data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\"><span data-scheme-color=\"@374151,,\" data-usefontface=\"true\" data-contrast=\"none\">INES utiliza t\u00e9cnicas de fotogrametr\u00eda, l\u00eddar e interferometr\u00eda SAR (InSAR) para realizar levantamientos 3D de activos relacionados con las infraestructuras (edificios, puentes, obras de tierras\u00a0<\/span><span data-scheme-color=\"@374151,,\" data-usefontface=\"true\" data-contrast=\"none\">y otros). Adem\u00e1s de permitir disponer de un modelo geom\u00e9trico 3D o un MDT (en el caso del terreno), muy potente para medir y\u00a0<\/span><span data-scheme-color=\"@374151,,\" data-usefontface=\"true\" data-contrast=\"none\">representar el estado actual de conservaci\u00f3n, permite asignar propiedades a los diferentes elementos, realizar evaluaciones de estabilidad, analizar el impacto del clima, servir de apoyo para sistemas de monitorizaci\u00f3n o alerta temprana y mucho m\u00e1s.\u00a0<\/span><\/p><p data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559683&quot;:0,&quot;335559685&quot;:0,&quot;335559731&quot;:0,&quot;335559737&quot;:0,&quot;335562764&quot;:2,&quot;335562765&quot;:1,&quot;335562766&quot;:4,&quot;335562767&quot;:0,&quot;335562768&quot;:4,&quot;335562769&quot;:0}\">\u00a0<\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d0fd973\" data-id=\"d0fd973\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3292c51 de_scroll_animation_no elementor-widget elementor-widget-image\" data-id=\"3292c51\" data-element_type=\"widget\" data-e-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 decoding=\"async\" width=\"800\" height=\"507\" src=\"https:\/\/ines.es\/wp-content\/uploads\/2023\/12\/digitaltwin.png\" class=\"attachment-large size-large wp-image-10490\" alt=\"\" srcset=\"https:\/\/ines.es\/wp-content\/uploads\/2023\/12\/digitaltwin.png 847w, https:\/\/ines.es\/wp-content\/uploads\/2023\/12\/digitaltwin-300x190.png 300w, https:\/\/ines.es\/wp-content\/uploads\/2023\/12\/digitaltwin-768x487.png 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>CONSULTOR\u00cdA DE AN\u00c1LISIS DE DATOS VALORICEMOS LOS DATOS SERVICIOS APRENDIENDO DEL PASADO &#8211; AN\u00c1LISIS BIG DATA INES presta servicios de consultor\u00eda a administraciones p\u00fablicas y privadas con el objetivo de mejorar la eficiencia del mantenimiento. Ayuda a adoptar una estrategia de mantenimiento preventivo, aprovechando tecnolog\u00edas avanzadas como el aprendizaje autom\u00e1tico y la inteligencia artificial, para [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":8431,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-10438","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/ines.es\/es\/wp-json\/wp\/v2\/pages\/10438","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ines.es\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ines.es\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ines.es\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ines.es\/es\/wp-json\/wp\/v2\/comments?post=10438"}],"version-history":[{"count":7,"href":"https:\/\/ines.es\/es\/wp-json\/wp\/v2\/pages\/10438\/revisions"}],"predecessor-version":[{"id":10497,"href":"https:\/\/ines.es\/es\/wp-json\/wp\/v2\/pages\/10438\/revisions\/10497"}],"up":[{"embeddable":true,"href":"https:\/\/ines.es\/es\/wp-json\/wp\/v2\/pages\/8431"}],"wp:attachment":[{"href":"https:\/\/ines.es\/es\/wp-json\/wp\/v2\/media?parent=10438"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}