{"id":20994,"date":"2026-02-19T11:11:47","date_gmt":"2026-02-19T10:11:47","guid":{"rendered":"https:\/\/saitec-offshore.com\/?p=20994"},"modified":"2026-02-19T11:34:02","modified_gmt":"2026-02-19T10:34:02","slug":"mooria-project-artificial-intelligence-mooring-monitoring-floating-offshore-wind","status":"publish","type":"post","link":"https:\/\/saitec-offshore.com\/es\/mooria-project-artificial-intelligence-mooring-monitoring-floating-offshore-wind\/","title":{"rendered":"Proyecto MoorIA: Inteligencia Artificial para la monitorizaci\u00f3n del fondeo en parques e\u00f3licos marinos flotantes"},"content":{"rendered":"<h5 class=\"wp-block-heading\"><strong>MoorIA es un innovador proyecto de investigaci\u00f3n que aplica inteligencia artificial (IA) para transformar el mantenimiento de plataformas e\u00f3licas marinas flotantes. Desarrollado en el marco del programa HAZITEK, el proyecto est\u00e1 liderado por INALIA Innovaci\u00f3n y Desarrollo en colaboraci\u00f3n con Saitec Offshore Technologies.<\/strong>.<\/h5>\n\n\n\n<p class=\"translation-block\">La energ\u00eda e\u00f3lica marina flotante es un motor clave de la  <strong>transici\u00f3n energ\u00e9tica global y la descarbonizaci\u00f3n<\/strong>. Sin embargo, su principal reto actual reside en reducir los costes de operaci\u00f3n y mantenimiento (O&amp;M). El \u00e9xito de estas plataformas depende en gran medida de sus  <strong>sistemas de fondeo<\/strong>. (cadenas, cables sint\u00e9ticos o de acero), responsables de mantener la plataforma en su posici\u00f3n de forma segura ante las duras condiciones marinas.<\/p>\n\n\n\n<p class=\"translation-block\">La fiabilidad de estos amarres es crucial no solo para la <strong>seguridad<\/strong>, sino tambi\u00e9n para la <strong>viabilidad econ\u00f3mica<\/strong> del parque e\u00f3lico. De hecho, las compa\u00f1\u00edas de seguros y las entidades financieras exigen pruebas rigurosas de la robustez de estos sistemas antes de respaldar cualquier proyecto.<\/p>\n\n\n\n<p class=\"translation-block\">Actualmente, el <strong>monitoreo de los sistemas de fondeo<\/strong> enfrenta importantes limitaciones de <strong>costes y durabilidad<\/strong>, lo que a menudo restringe su uso a prototipos a corto plazo. La industria necesita urgentemente soluciones escalables, confiables y de bajo mantenimiento.<\/p>\n\n\n\n<div style=\"height:22px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"21012\" src=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-1024x576.png\" alt=\"DemoSATH mooring\" class=\"wp-image-21012\" srcset=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-1024x576.png 1024w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-300x169.png 300w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-150x84.png 150w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-768x432.png 768w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-1536x864.png 1536w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-2048x1152.png 2048w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-18x10.png 18w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-260x146.png 260w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-50x28.png 50w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-133x75.png 133w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.02_23_03_07.Imagen-fija0051-1200x675.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"21013\" src=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-1024x576.jpg\" alt=\"DemoSATH mooring\" class=\"wp-image-21013\" srcset=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-1024x576.jpg 1024w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-300x169.jpg 300w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-150x84.jpg 150w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-768x432.jpg 768w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-1536x864.jpg 1536w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-2048x1152.jpg 2048w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-18x10.jpg 18w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-260x146.jpg 260w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-50x28.jpg 50w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-133x75.jpg 133w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT0-copia-2-1200x675.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-id=\"21014\" src=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-1024x576.jpg\" alt=\"DemoSATH mooring\" class=\"wp-image-21014\" srcset=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-1024x576.jpg 1024w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-300x169.jpg 300w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-150x84.jpg 150w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-768x432.jpg 768w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-1536x864.jpg 1536w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-2048x1152.jpg 2048w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-18x10.jpg 18w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-260x146.jpg 260w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-50x28.jpg 50w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-133x75.jpg 133w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/CARGA_DEMOSATH_EDIT.01_40_45_14.Imagen-fija042-1200x675.jpg 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<div style=\"height:66px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">MoorIA: Monitorizando la salud estructural y aprendizaje profundo (deep learning)<\/h3>\n\n\n\n<p class=\"translation-block\">MoorIA se ha creado para abordar este desaf\u00edo. El proyecto busca desarrollar nuevas herramientas de <strong>monitorizaci\u00f3n de la salud estructural<\/strong> (MSE) basadas en modelos predictivos de inteligencia artificial.<\/p>\n\n\n\n<p class=\"translation-block\">A diferencia de los m\u00e9todos tradicionales que se basan en mediciones directas, cuya instalaci\u00f3n en plataformas operativas es compleja y costosa, MoorIA utiliza un enfoque innovador: la <strong>estimaci\u00f3n de las cargas de amarre mediante mediciones indirectas<\/strong>. Para lograrlo, el sistema integra:<\/p>\n\n\n\n<div style=\"height:52px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico.png\" alt=\"\" class=\"wp-image-21007\" style=\"width:444px;height:auto\" srcset=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico.png 2784w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico-300x166.png 300w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico-1024x565.png 1024w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico-150x83.png 150w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico-768x424.png 768w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico-1536x847.png 1536w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico-2048x1130.png 2048w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico-18x10.png 18w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico-260x143.png 260w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico-50x28.png 50w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-grafico-136x75.png 136w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Datos operativos:<\/strong> an\u00e1lisis del movimiento y la posici\u00f3n de la plataforma<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Tecnolog\u00eda probada:<\/strong>  utilizando sensores MRU (Unidad de Referencia de Movimiento) y GPS + RTK, conocidos por su alta precisi\u00f3n en el sector naval.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Aprendizaje profundo:<\/strong>  algoritmos avanzados que traducen estos puntos de datos indirectos en informaci\u00f3n vital sobre el estado de las l\u00edneas de amarre.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:57px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Fases de desarrollo del proyecto<\/h3>\n\n\n\n<p>Para garantizar el \u00e9xito y la fiabilidadde este nuevo sistema de monitoreo, la metodolog\u00eda de MoorIA se divide en tres etapas clave:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Entrenamiento y validaci\u00f3n de algoritmos de IA<\/strong>: Utilizaci\u00f3n de la plataforma flotante <a href=\"https:\/\/saitec-offshore.com\/es\/projects\/demosath\/\" target=\"_self\"> DemoSATH<\/a> para registrar datos de carga real en diversas condiciones operativas.<\/li>\n<\/ol>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-1024x768.jpg\" alt=\"DemoSATH\" class=\"wp-image-20998\" style=\"width:492px;height:auto\" srcset=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-1024x768.jpg 1024w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-300x225.jpg 300w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-150x113.jpg 150w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-768x576.jpg 768w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-1536x1152.jpg 1536w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-2048x1536.jpg 2048w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-16x12.jpg 16w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-195x146.jpg 195w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-50x38.jpg 50w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/DemoSATH-2-100x75.jpg 100w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<div style=\"height:31px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Dise\u00f1o de sistemas de medici\u00f3n directa:<\/strong> Crear un dispositivo que pueda instalarse en plataformas operativas para superar las barreras tecnol\u00f3gicas actuales y calibrar el sistema.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Desarrollo de modelos predictivos:<\/strong> investigaci\u00f3n continua de IA para estimar series temporales de carga y detectar anomal\u00edas estructurales mediante un an\u00e1lisis integral de datos indirectos.<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Beneficios clave del mantenimiento predictivo<\/h3>\n\n\n\n<p class=\"translation-block\">La implementaci\u00f3n de inteligencia artificial en la monitorizaci\u00f3n de sistemas de amarre marcar\u00e1 un punto de inflexi\u00f3n en la rentabilidad de los parques e\u00f3licos marinos. Al <strong>redefinir los par\u00e1metros<\/strong> de SHM, MoorIA facilita la transici\u00f3n hacia una monitorizaci\u00f3n m\u00e1s inteligente y eficiente en el uso de recursos.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center\"><em>Este proyecto ha sido objeto de ayuda con cargo al presupuesto de gastos del Departamento de Industria, Transici\u00f3n Energ\u00e9tica y Sostenibilidad  del Gobierno Vasco y al Fondo Europeo de Desarrollo Regional (FEDER).<\/em><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"688\" height=\"141\" src=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2025\/09\/image.png\" alt=\"Public support\" class=\"wp-image-20494\" style=\"width:416px;height:auto\" srcset=\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2025\/09\/image.png 688w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2025\/09\/image-300x61.png 300w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2025\/09\/image-150x31.png 150w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2025\/09\/image-18x4.png 18w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2025\/09\/image-260x53.png 260w, https:\/\/saitec-offshore.com\/wp-content\/uploads\/2025\/09\/image-50x10.png 50w\" sizes=\"(max-width: 688px) 100vw, 688px\" \/><\/figure><\/div>","protected":false},"excerpt":{"rendered":"<p>MoorIA is an innovative research project applying artificial intelligence (AI) to revolutionize maintenance in floating offshore wind platforms.<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>","protected":false},"author":4,"featured_media":21030,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[37],"tags":[73,74,75,72],"class_list":["post-20994","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-demosath","tag-monitoring","tag-om","tag-rd"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>MoorIA Project: Artificial Intelligence for mooring monitoring in floating offshore wind &#8211; Saitec Offshore Technologies<\/title>\n<meta name=\"description\" content=\"Discover MoorIA, a HAZITEK project using AI and Deep Learning for predictive Structural Health Monitoring (SHM) of floating offshore wind mooring lines.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/saitec-offshore.com\/es\/mooria-project-artificial-intelligence-mooring-monitoring-floating-offshore-wind\/\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/saitec-offshore.com\/mooria-project-artificial-intelligence-mooring-monitoring-floating-offshore-wind\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/saitec-offshore.com\/mooria-project-artificial-intelligence-mooring-monitoring-floating-offshore-wind\/\"},\"author\":{\"name\":\"coral\",\"@id\":\"https:\/\/saitec-offshore.com\/#\/schema\/person\/1b1d877adf99255598bf1f96d9b357fd\"},\"headline\":\"MoorIA Project: Artificial Intelligence for mooring monitoring in floating offshore wind\",\"datePublished\":\"2026-02-19T10:11:47+00:00\",\"dateModified\":\"2026-02-19T10:34:02+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/saitec-offshore.com\/mooria-project-artificial-intelligence-mooring-monitoring-floating-offshore-wind\/\"},\"wordCount\":443,\"publisher\":{\"@id\":\"https:\/\/saitec-offshore.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/saitec-offshore.com\/mooria-project-artificial-intelligence-mooring-monitoring-floating-offshore-wind\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/saitec-offshore.com\/wp-content\/uploads\/2026\/02\/MoorIA-1.png\",\"keywords\":[\"DemoSATH\",\"monitoring\",\"O&amp;M\",\"R&amp;D\"],\"articleSection\":[\"News\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/saitec-offshore.com\/mooria-project-artificial-intelligence-mooring-monitoring-floating-offshore-wind\/\",\"url\":\"https:\/\/saitec-offshore.com\/mooria-project-artificial-intelligence-mooring-monitoring-floating-offshore-wind\/\",\"name\":\"MoorIA Project: Artificial Intelligence for mooring monitoring in floating offshore wind &#8211; 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