{"id":4006,"date":"2025-07-02T10:58:14","date_gmt":"2025-07-02T08:58:14","guid":{"rendered":"https:\/\/ellistat.com\/?p=4006"},"modified":"2025-07-02T11:00:17","modified_gmt":"2025-07-02T09:00:17","slug":"control-de-procesos-lia-puede-hacer-maravillas","status":"publish","type":"post","link":"https:\/\/ellistat.com\/es\/pilotage-des-procedes-lia-peut-faire-des-merveilles\/","title":{"rendered":"Control de procesos: la IA puede hacer maravillas"},"content":{"rendered":"<p><strong>La inteligencia artificial est\u00e1 transformando la industria, pero su despliegue requiere m\u00e9todo, datos fiables y una estrategia claramente definida, sostiene Davy Pillet, Director General de Ellistat.<\/strong><\/p>\n\n\n\n<p>La inteligencia artificial se perfila como una herramienta muy eficaz para optimizar los procesos industriales. Hoy en d\u00eda, la IA industrial permite construir un modelo predictivo a partir de datos. En una empresa industrial se producen miles de millones de datos al d\u00eda, lo que la convierte en el lugar ideal para desarrollar modelos y predecir los resultados de producci\u00f3n.<\/p>\n\n\n\n<p>La imagen de una f\u00e1brica aut\u00f3noma, orquestada por una inteligencia artificial impecable, sigue alimentando el discurso de la innovaci\u00f3n. Pero la realidad en la industria puede ser distinta: un n\u00famero muy elevado de referencias y mediciones que no siempre revelan cambios reales en los factores influyentes hacen que el uso de la IA para controlar los procesos no siempre sea concluyente.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Lo que la IA puede hacer (ya)<\/h2>\n\n\n\n<p>Implantar la IA significa centrarse ante todo en sectores que ya se dominan. Hoy en d\u00eda, la inteligencia artificial destaca en el control de procesos bien definidos. Puede, por ejemplo, optimizar los par\u00e1metros de una m\u00e1quina herramienta o detectar defectos visuales en las piezas.<\/p>\n\n\n\n<p>En contra de la creencia popular, no basta con tener sensores en todas partes. La exhaustividad de las mediciones industriales sigue siendo un espejismo: algunas variables cruciales, como la limpieza de una pieza, no se captan. La IA s\u00f3lo puede aprender de lo que se le muestra. Y sin datos fiables, la IA no puede aprender ni controlar eficazmente.<\/p>\n\n\n\n<p>Otro reto importante es la variedad de referencias. En un taller que fabrica cientos de productos, se necesitan tantos modelos de IA como productos. El reto consiste entonces en construir r\u00e1pidamente un modelo a partir de un volumen de datos muy reducido. Hoy en d\u00eda, pocos campos son capaces de superar este reto, con la notable excepci\u00f3n del mecanizado, gracias a los datos procedentes de CAD y CAM. En otros campos, como la visi\u00f3n artificial o el mantenimiento predictivo, se han hecho verdaderos progresos, pero incompletos, porque todav\u00eda se necesitan un centenar de piezas para construir un modelo.<\/p>\n\n\n\n<p>Aplicar la IA en el sector industrial significa, por tanto, pensar en la ampliaci\u00f3n a partir de la fase de dise\u00f1o. En efecto, aunque los resultados iniciales puedan resultar fruct\u00edferos en algunas referencias, puede ser dif\u00edcil duplicar estos resultados en el conjunto de la producci\u00f3n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tiempo de discernimiento, no de euforia<\/h2>\n\n\n\n<p>La IA tiene un enorme potencial. Cuando se aplica con \u00e9xito, los resultados son impresionantes. El reto es integrar la IA all\u00ed donde tenga un impacto medible y operativo. Probarlo todo es una receta para el fracaso, porque ser\u00e1 imposible ampliarlo y obtener un rendimiento real de la inversi\u00f3n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Una revoluci\u00f3n para los pacientes<\/h2>\n\n\n\n<p>La IA industrial es una herramienta poderosa que requiere rigor, discernimiento y m\u00e9todo. La actitud de las empresas debe ser clara: definir una estrategia. La revoluci\u00f3n de la IA industrial est\u00e1 en marcha. No se parecer\u00e1 a una pel\u00edcula de ciencia ficci\u00f3n, ni a una fren\u00e9tica carrera por los equipos. Ser\u00e1 una transici\u00f3n paciente, precisa y controlada.<\/p>","protected":false},"excerpt":{"rendered":"<p>L&rsquo;intelligence artificielle transforme l&rsquo;industrie, mais son d\u00e9ploiement exige m\u00e9thode, donn\u00e9es fiables et une strat\u00e9gie clairement d\u00e9finie, affirme, dans cette tribune, Davy Pillet, CEO d&rsquo;Ellistat. L&rsquo;intelligence artificielle s&rsquo;impose aujourd&rsquo;hui comme un outil redoutablement efficace pour optimiser les proc\u00e9d\u00e9s industriels. Aujourd&rsquo;hui, l&rsquo;IA industrielle permet de construire un mod\u00e8le pr\u00e9dictif \u00e0 partir de donn\u00e9es. Or, dans une entreprise [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":4007,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[5,7],"tags":[],"class_list":["post-4006","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-apc","category-data-analysis"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Pilotage des proc\u00e9d\u00e9s : l&#039;IA peut faire des merveilles - Ellistat<\/title>\n<meta name=\"description\" content=\"L&#039;IA - Intelligence Artificielle - transforme l&#039;industrie et le pilotage des proc\u00e9d\u00e9s mais son utilisation n\u00e9cessite rigueur et m\u00e9thode.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ellistat.com\/es\/control-de-procesos-lia-puede-hacer-maravillas\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pilotage des proc\u00e9d\u00e9s : l&#039;IA peut faire des merveilles - 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