{"id":11635,"date":"2022-04-13T00:00:00","date_gmt":"2022-04-13T00:00:00","guid":{"rendered":"https:\/\/testing.xplaye.com\/ikusi2\/es\/2022\/04\/13\/el-valor-de-la-analitica-predictiva-en-el-sector-ferroviario\/"},"modified":"2023-08-23T16:56:24","modified_gmt":"2023-08-23T16:56:24","slug":"el-valor-de-la-analitica-predictiva-en-el-sector-ferroviario","status":"publish","type":"post","link":"https:\/\/testing.xplaye.com\/ikusi2\/es\/blog\/el-valor-de-la-analitica-predictiva-en-el-sector-ferroviario\/","title":{"rendered":"El valor de la anal\u00edtica predictiva en el sector ferroviario"},"content":{"rendered":"<p><em>Olatz Iriondo, Business Development &amp;Engineering en Ikusi<\/em><\/p>\n<p>La tecnolog\u00eda ha puesto al servicio del sector ferroviario potentes herramientas capaces de capturar en tiempo real decenas de miles de datos que posteriormente se pueden analizar para realizar, en una primera etapa, un an\u00e1lisis descriptivo.<\/p>\n<p>Pero no es todo lo que nos puede proporcionar el an\u00e1lisis de esos datos. En una fase de nivel superior es posible crear modelos para conocer en profundidad el comportamiento de los trenes a trav\u00e9s de la anal\u00edtica predictiva que, apoy\u00e1ndose en diferentes t\u00e9cnicas de inteligencia artificial, permite describir la realidad, incluso anticiparse a ella.<\/p>\n<p>La anal\u00edtica predictiva, que aporta la capacidad de anticiparnos a la aver\u00eda con tiempo suficiente para evitar que suceda, supone un paso sustancial frente al Mantenimiento Basado en Condici\u00f3n (CBM).<\/p>\n<p>La lista de beneficios que se obtiene con la incorporaci\u00f3n de esta perspectiva digital a la operaci\u00f3n de los trenes es extensa. Estamos hablando de minimizar las paradas no planificadas por aver\u00edas, de mejorar la planificaci\u00f3n de paradas de mantenimiento y reparaciones, de reducir el tiempo de reparaci\u00f3n e inspecci\u00f3n, o de la mejora continua en el ciclo de vida del tren.<\/p>\n<p>M\u00e1s all\u00e1 del propio an\u00e1lisis y con el objetivo de generar los beneficios deseados, el primer paso es determinar en qu\u00e9 procesos o \u00e1mbitos nos puede servir de ayuda la anal\u00edtica predictiva. En el caso concreto de los trenes hemos identificado tres \u00e1mbitos principales: el mantenimiento, la propia operaci\u00f3n y el servicio.<\/p>\n<p>La aportaci\u00f3n principal de la anal\u00edtica predictiva al mantenimiento ferroviario es la eficiencia, tanto del mantenimiento de los propios trenes como de sus sistemas embarcados. La anal\u00edtica predictiva a trav\u00e9s de las t\u00e9cnicas de inteligencia artificial ayuda a planificar el mantenimiento del tren y de todos sus sistemas embarcados, optimizando el n\u00famero de paradas de servicio del tren para entrar en mantenimiento. Asimismo, mejora la planificaci\u00f3n del calendario y las propias tareas de mantenimiento.<\/p>\n<p>Desde el punto de vista de la operaci\u00f3n de la flota de trenes, la anal\u00edtica predictiva garantiza a los gestores la disponibilidad operativa del tren al permitir detectar precozmente posibles anomal\u00edas del tren en operaci\u00f3n para organizar y realizar la reparaci\u00f3n pertinente, reduciendo as\u00ed el n\u00famero de paradas no planificadas.<\/p>\n<p>Y, por \u00faltimo, ayuda a realizar una planificaci\u00f3n adaptada a las necesidades del servicio, optimizando los costes de operaci\u00f3n.<\/p>\n<p>En definitiva, la anal\u00edtica predictiva alcanza su verdadero significado en su aportaci\u00f3n a las necesidades del negocio espec\u00edficas del sector ferroviario que, como cualquier negocio, busca dar el mejor servicio a los usuarios, en este caso a los viajeros. Un prop\u00f3sito al que la anal\u00edtica predictiva contribuye, logrando optimizar los costes y procesos de mantenimiento y operaci\u00f3n del tren a trav\u00e9s del an\u00e1lisis del dato mediante t\u00e9cnicas de inteligencia artificial.<\/p>\n<p>Si deseas m\u00e1s informaci\u00f3n, ponte en contacto con nosotros: espana@www.ikusi.com<\/p>\n","protected":false},"excerpt":{"rendered":"<p>La anal\u00edtica predictiva, que aporta la capacidad de anticiparnos a la aver\u00eda con tiempo suficiente para evitar que suceda.<\/p>\n","protected":false},"author":2,"featured_media":11727,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[38],"tags":[],"temas":[161],"class_list":["post-11635","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aplicacion-de-soluciones","temas-datos-y-analitica"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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