{"id":3263,"date":"2023-07-10T11:58:18","date_gmt":"2023-07-10T09:58:18","guid":{"rendered":"http:\/\/solutetest.es\/?p=3263"},"modified":"2024-08-28T15:55:51","modified_gmt":"2024-08-28T13:55:51","slug":"blades-damage-detection-through-ai","status":"publish","type":"post","link":"https:\/\/solute.es\/es\/blades-damage-detection-through-ai\/","title":{"rendered":"Detecci\u00f3n de da\u00f1os en palas mediante IA"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"3263\" class=\"elementor elementor-3263\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d282aa9 e-flex e-con-boxed e-con e-parent\" data-id=\"d282aa9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b73ed3f e-con-full e-flex e-con e-child\" data-id=\"b73ed3f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6ce9a53 elementor-widget elementor-widget-heading\" data-id=\"6ce9a53\" 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<h2 class=\"elementor-heading-title elementor-size-default\">Desde hace algunos meses SOLUTE, en colaboraci\u00f3n con TSR Wind, est\u00e1 trabajando en la creaci\u00f3n de un modelo de IA para la detecci\u00f3n y clasificaci\u00f3n de da\u00f1os en palas de turbinas e\u00f3licas.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b33a412 elementor-widget elementor-widget-text-editor\" data-id=\"b33a412\" 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>La inteligencia artificial (IA) est\u00e1 cada vez m\u00e1s presente en nuestro d\u00eda a d\u00eda, como se ha comprobado con el desarrollo de herramientas como ChatGPT en los \u00faltimos tiempos. SOLUTE, en su apuesta por el I+D+i, entiende la importancia del nuevo paradigma proporcionado por la inteligencia artificial para ofrecer soluciones t\u00e9cnicas avanzadas cada vez m\u00e1s completas a nuestros clientes.<\/p><p>En los \u00faltimos meses, se ha designado un equipo con experiencia en IA en nuestra oficina de Badajoz para el desarrollo de un modelo de inteligencia artificial con el fin de automatizar la inspecci\u00f3n de da\u00f1os en pala con\u00a0<a href=\"httpss:\/\/tsrwind.com\/tsr-inspector\/?lang=en\">TSR Inspector<\/a>, la plataforma end-to-end para este fin ofrecida por\u00a0<a href=\"httpss:\/\/tsrwind.com\/?lang=en\">TSR Wind<\/a>,  empresa de la cual SOLUTE es accionista mayoritario. La implementaci\u00f3n de este algoritmo dentro de la plataforma permitir\u00e1 acelerar la generaci\u00f3n de informes de da\u00f1os en palas a nuestros clientes, reduciendo as\u00ed el tiempo de entrega de estos para permitir a nuestros clientes tomar las medidas preventivas necesarias con mayor antelaci\u00f3n.<\/p><p>Como en todo proyecto enfocado en inteligencia artificial, han ido surgiendo desaf\u00edos en cuanto a la preparaci\u00f3n del dataset, ya que este debe estar correctamente etiquetado y contextualizado, as\u00ed como en el procesamiento de las propias im\u00e1genes, que deben estar adaptadas para alimentar a un modelo de inteligencia artificial.<\/p><p>El desarrollo y mejora de dicho algoritmo es iterativa. En una versi\u00f3n inicial, el algoritmo se prepar\u00f3 solo para identificar potencialmente los da\u00f1os, de modo que nuestros inspectores solo tuvieran que clasificar el da\u00f1o como tal. Posteriormente, el equipo ha ido mejorando la capacidad del modelo para ir no solo detectando sino clasificando el tipo de da\u00f1o de manera autom\u00e1tica, siendo capaz de detectar autom\u00e1ticamente da\u00f1os como erosiones o grietas, facilitando a\u00fan m\u00e1s el proceso de inspecci\u00f3n.<\/p><section id=\"content\"><div class=\"container\"><div class=\"hermtxt\"><div class=\"hermtxt3\"><p>A lo largo de este a\u00f1o, el objetivo de SOLUTE y TSR Wind es continuar mejorando la precisi\u00f3n y sensibilidad de nuestro modelo de detecci\u00f3n de da\u00f1os en palas basado en IA, as\u00ed como su implementaci\u00f3n definitiva en TSR Inspector para ofrecer este servicio potenciado con inteligencia artificial.<\/p><\/div><\/div><\/div><\/section>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f39c8ff e-con-full e-flex e-con e-child\" data-id=\"f39c8ff\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b619381 elementor-arrows-position-outside elementor-pagination-position-outside elementor--h-position-center elementor--v-position-middle elementor-widget elementor-widget-slides\" data-id=\"b619381\" data-element_type=\"widget\" data-settings=\"{&quot;autoplay_speed&quot;:9000,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;transition&quot;:&quot;slide&quot;,&quot;transition_speed&quot;:500}\" data-widget_type=\"slides.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper\">\n\t\t\t\t\t<div class=\"elementor-slides-wrapper elementor-main-swiper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Im\u00e1genes\" dir=\"ltr\" data-animation=\"fadeInUp\">\n\t\t\t\t<div class=\"swiper-wrapper elementor-slides\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-repeater-item-5f60c05 swiper-slide\" role=\"group\" aria-roledescription=\"slide\"><div class=\"swiper-slide-bg\" role=\"img\" aria-label=\"SOLUTE_detecci\u00f3n_de_da\u00f1os_en_las_palas_de_viento_1\"><\/div><div class=\"swiper-slide-inner\" ><div class=\"swiper-slide-contents\"><\/div><\/div><\/div><div class=\"elementor-repeater-item-43455c1 swiper-slide\" role=\"group\" aria-roledescription=\"slide\"><div class=\"swiper-slide-bg\" role=\"img\" aria-label=\"SOLUTE_detecci\u00f3n_de_da\u00f1os_en_las_palas_de_viento_2\"><\/div><div class=\"swiper-slide-inner\" ><div class=\"swiper-slide-contents\"><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Diapositiva anterior\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-left\" viewbox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M646 125C629 125 613 133 604 142L308 442C296 454 292 471 292 487 292 504 296 521 308 533L604 854C617 867 629 875 646 875 663 875 679 871 692 858 704 846 713 829 713 812 713 796 708 779 692 767L438 487 692 225C700 217 708 204 708 187 708 171 704 154 692 142 675 129 663 125 646 125Z\"><\/path><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"La siguiente diapositiva\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-right\" viewbox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M696 533C708 521 713 504 713 487 713 471 708 454 696 446L400 146C388 133 375 125 354 125 338 125 325 129 313 142 300 154 292 171 292 187 292 204 296 221 308 233L563 492 304 771C292 783 288 800 288 817 288 833 296 850 308 863 321 871 338 875 354 875 371 875 388 867 400 854L696 533Z\"><\/path><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\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\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\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Descubra c\u00f3mo SOLUTE y TSR Wind colaboraron en el desarrollo de un modelo de IA para la detecci\u00f3n de da\u00f1os en las palas de las turbinas e\u00f3licas, mejorando la eficiencia y el servicio de la inspecci\u00f3n.<\/p>","protected":false},"author":5,"featured_media":2917,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17,22,14],"tags":[],"class_list":["post-3263","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-om","category-wind-energy"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI model applied to Blades\u00b4damage detection | SOLUTE<\/title>\n<meta name=\"description\" content=\"Discover how SOLUTE and TSR Wind collaborated in developing an AI model for wind turbine blade damage detection, improving inspection efficiency and service.\" \/>\n<meta name=\"robots\" content=\"index, nofollow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/solute.es\/es\/blades-damage-detection-through-ai\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI model applied to Blades\u00b4damage detection | SOLUTE\" \/>\n<meta property=\"og:description\" content=\"Discover how SOLUTE and TSR Wind collaborated in developing an AI model for wind turbine blade damage detection, improving inspection efficiency and service.\" \/>\n<meta property=\"og:url\" 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