{"id":547190,"date":"2023-07-12T10:20:02","date_gmt":"2023-07-12T08:20:02","guid":{"rendered":"https:\/\/www.capgemini.com\/es-es\/?p=547190"},"modified":"2025-03-11T08:29:34","modified_gmt":"2025-03-11T07:29:34","slug":"ia-aplicada-a-la-movilidad","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/es-es\/investigacion\/perspectivas-de-expertos\/ia-aplicada-a-la-movilidad\/","title":{"rendered":"IA aplicada a la movilidad"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>IA aplicada a la movilidad<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/prod.ucwe.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2023\/07\/edgar_aneas.jpg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Edgar Aneas<\/h5><h5 class=\"blog-date\">12 Jul 2023<\/h5><\/div><\/div><div class=\"brand-image\"> <\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-tw\"><a href=\"https:\/\/twitter.com\/intent\/tweet?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-tw\"><\/i><span class=\"sr-only\">Twitter<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?=http:\/\/capgeminiucwe.develop\/?post_type=press-release&amp;p=179\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"abrir en una nueva ventana\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><div class=\"article-text article-quote-text\">\n<p>La inteligencia artificial va a tener un papel revolucionario en los pr\u00f3ximos a\u00f1os en el desarrollo<br>de los nuevos veh\u00edculos el\u00e9ctricos. Como est\u00e1 sucediendo en otros sectores, la IA desempe\u00f1ar\u00e1<br>un papel fundamental para transformar la industria. Los ingenieros de automoci\u00f3n hemos<br>encontrado en la IA una herramienta muy valiosa. Algunas de las aplicaciones m\u00e1s interesantes<br>son la mejora de dise\u00f1os de componentes, la optimizaci\u00f3n del rendimiento, o una mejor<br>detecci\u00f3n de aver\u00edas. Veamos con un poco m\u00e1s de detalle estas aplicaciones.<\/p>\n\n\n\n<p>En cuanto a la mejora de desarrollo de componentes, el dise\u00f1o generativo aplicando IA brinda<br>la posibilidad de analizar desde un punto de vista de mec\u00e1nica estructural, sistemas el\u00e9ctricos,<br>qu\u00edmicos o de din\u00e1mica de fluidos computacional el dise\u00f1o de los componentes, y proponer<br>numerosas alternativas de dise\u00f1os en cuesti\u00f3n de horas. Lo que supone una gran ventaja<br>competitiva ya que hasta ahora con procedimientos tradicionales estos desarrollos pod\u00edan durar<br>varias semanas.<\/p>\n\n\n\n<p>Tambi\u00e9n mediante la aplicaci\u00f3n de filtros de Kalman, t\u00e9cnicas de machine learning o de deep<br>learning con redes neuronales, se pueden proporcionar estimaciones de la autonom\u00eda restante<br>del veh\u00edculo con mayor precisi\u00f3n. Estos algoritmos pueden ser mejorados a partir del an\u00e1lisis de<br>un gran volumen de datos recopilados de diversos conductores. Lo que permitir\u00e1 gestionar<br>mejor la tasa de carga y descarga de las bater\u00edas, el balanceo de las celdas y la gesti\u00f3n t\u00e9rmica<br>en los sistemas el\u00e9ctricos del veh\u00edculo el\u00e9ctrico. Gracias a ello se puede, por ejemplo, alargar la<br>vida \u00fatil de las bater\u00edas y mejorar la eficiencia energ\u00e9tica y el rendimiento en general de los<br>veh\u00edculos el\u00e9ctricos.<\/p>\n\n\n\n<p>Adem\u00e1s, la IA se est\u00e1 utilizando para pronosticar y detectar, antes de que sucedan, problemas<br>en los componentes de estos veh\u00edculos. Con diversas estrategias de algoritmos que analizan<br>datos de diversos sensores, es posible monitorear el desgaste de los componentes y predecir<br>fallos antes de que ocurran. Esto permite ofrecer una excelente estrategia de mantenimiento<br>preventivo, donde los componentes pueden ser reemplazados antes de que se conviertan en un<br>problema real o incluso detectar aver\u00edas inesperadas.<\/p>\n\n\n\n<p>Es muy importante que los ingenieros sepamos aprovechar estas capacidades que ofrece esta<br>tecnolog\u00eda. Junto a una combinaci\u00f3n apropiada de hardware y software, la IA podr\u00e1 impulsar y<br>mejorar el desarrollo de estos veh\u00edculos en los pr\u00f3ximos a\u00f1os. Sin duda alguna, ser\u00e1 un<br>ingrediente clave para poder desarrollar veh\u00edculos mucho m\u00e1s eficientes, seguros y sostenibles<br>para el beneficio de todos.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><h3 data-maxlength=\"34\"><\/h3><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\n\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2023\/07\/edgar_aneas.jpg\" alt=\"\"\/>\n\t\t\t\t\t\t<!-- <img decoding=\"async\" src=\"\" alt=\"\"\/> -->\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Edgar Aneas<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t   <div class=\"people-info\">Automotive &#038; Electric Vehicle Expert<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Anterior\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Siguiente\"><\/button><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-call-to-action undefined call-to-action-block\"><div class=\"container\"><div class=\"call-to-action-block-content-wrapper no-description\"><div class=\"text-wrapper no-description\"><h3 class=\"title\" data-maxlength=\"144\">\u00bfQuieres formar parte del equipo y desarrollar tu carrera en el \u00e1mbito de la sostenibilidad en sectores como automoci\u00f3n, aeron\u00e1utica o energ\u00eda?<\/h3> <\/div><div class=\"button-wrapper no-description\"><a class=\" cta-btn action-valid\" href=\"https:\/\/www.capgemini.com\/es-es\/talento\/join-us\/#country_code=es-es&amp;brand=ÎÚÑ»´«Ã½%20Engineering&amp;size=100 \" target=\"\" rel=\"noopener noreferrer\" aria-label=\"\u00a1Echa un vistazo! sobre \u00bfQuieres formar parte del equipo y desarrollar tu carrera en el \u00e1mbito de la sostenibilidad en sectores como automoci\u00f3n, aeron\u00e1utica o energ\u00eda?\" title=\"Abrir en una nueva ventana\" data-maxlength=\"24\" tabindex=\"0\"> \u00a1Echa un vistazo! <\/a><\/div><\/div><\/div><\/section>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<section class=\"section section--expert-perspectives\"><div class=\"container\"><div class=\"content-title\"><h2 class=\"expert-heading\">M\u00e1s art\u00edculos sobre automoci\u00f3n<\/h2><\/div><div class=\"expert-prospective-container\"><div class=\"row\"><div class=\"col-12 col-md-4 row-space\"><div class=\"box\"><div class=\"box-img-wrapper\"><a href=\"https:\/\/www.capgemini.com\/es-es\/investigacion\/perspectivas-de-expertos\/sistemas-de-seguridad-e-interfaces-hombre-maquina-orientadas-a-una-poblacion-diversa\/\" aria-label=\"Sistemas de seguridad e interfaces hombre-m\u00e1quina orientadas a una poblaci\u00f3n diversa\" tabindex=\"-1\"><img decoding=\"async\" class=\"box-img\" alt=\"\" src=\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2025\/02\/accesibilidad.jpeg?w=600&#038;quality=70\" style=\"object-position: 50% 50%; object-fit: cover;\" loading=\"lazy\" \/><\/a><\/div><div class=\"box-inner\"><div class=\"box-tag\"><\/div><a class=\"content-box-title\" href=\"https:\/\/www.capgemini.com\/es-es\/investigacion\/perspectivas-de-expertos\/sistemas-de-seguridad-e-interfaces-hombre-maquina-orientadas-a-una-poblacion-diversa\/\" aria-label=\"Sistemas de seguridad e interfaces hombre-m\u00e1quina orientadas a una poblaci\u00f3n diversa\"><h3 class=\"expert-subtitle\">Sistemas de seguridad e interfaces hombre-m\u00e1quina orientadas a una poblaci\u00f3n diversa<\/h3><\/a><div class=\"box-bottom\"><img decoding=\"async\" class=\"box-logo\" loading=\"lazy\" alt=\"\" src=\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2025\/02\/1620740259632.jpg?w=768\" \/><div class=\"date-name-info\"><div class=\"author-text\">Arturo Paz G\u00f3mez<\/div><div class=\"date-text\">feb. 11, 2025<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"col-12 col-md-4 row-space\"><div class=\"box\"><div class=\"box-img-wrapper\"><a href=\"https:\/\/www.capgemini.com\/es-es\/investigacion\/perspectivas-de-expertos\/fusion-camara-radar-para-vehiculos-autonomos\/\" aria-label=\"Fusi\u00f3n c\u00e1mara-radar basada en IA: estimaci\u00f3n de profundidad densa para veh\u00edculos aut\u00f3nomos\" tabindex=\"-1\"><img decoding=\"async\" class=\"box-img\" alt=\"\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2023\/03\/digital-process-automation-FS-1.jpg?w=600&#038;quality=70\" style=\"object-position: 50% 50%; object-fit: cover;\" loading=\"lazy\" \/><\/a><\/div><div class=\"box-inner\"><div class=\"box-tag\"><\/div><a class=\"content-box-title\" href=\"https:\/\/www.capgemini.com\/es-es\/investigacion\/perspectivas-de-expertos\/fusion-camara-radar-para-vehiculos-autonomos\/\" aria-label=\"Fusi\u00f3n c\u00e1mara-radar basada en IA: estimaci\u00f3n de profundidad densa para veh\u00edculos aut\u00f3nomos\"><h3 class=\"expert-subtitle\">Fusi\u00f3n c\u00e1mara-radar basada en IA: estimaci\u00f3n de profundidad densa para veh\u00edculos aut\u00f3nomos<\/h3><\/a><div class=\"box-bottom\"><img decoding=\"async\" class=\"box-logo\" loading=\"lazy\" alt=\"\" src=\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2024\/10\/rafael-escarabajal.jpg?w=612\" \/><div class=\"date-name-info\"><div class=\"author-text\">Rafael Escarabajal S\u00e1nchez<\/div><div class=\"date-text\">dic. 18, 2024<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"col-12 col-md-4 row-space\"><div class=\"box\"><div class=\"box-img-wrapper\"><a href=\"https:\/\/www.capgemini.com\/es-es\/investigacion\/perspectivas-de-expertos\/movilidad-automatizada-centrada-en-el-pasajero-el-proyecto-ultimo\/\" aria-label=\"Movilidad automatizada centrada en el pasajero: el proyecto ULTIMO\" tabindex=\"-1\"><img decoding=\"async\" class=\"box-img\" alt=\"\" src=\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2024\/10\/ultimoproject.jpg?w=600&#038;quality=70\" style=\"object-position: 50% 50%; object-fit: cover;\" loading=\"lazy\" \/><\/a><\/div><div class=\"box-inner\"><div class=\"box-tag\"><\/div><a class=\"content-box-title\" href=\"https:\/\/www.capgemini.com\/es-es\/investigacion\/perspectivas-de-expertos\/movilidad-automatizada-centrada-en-el-pasajero-el-proyecto-ultimo\/\" aria-label=\"Movilidad automatizada centrada en el pasajero: el proyecto ULTIMO\"><h3 class=\"expert-subtitle\">Movilidad automatizada centrada en el pasajero: el proyecto ULTIMO<\/h3><\/a><div class=\"box-bottom\"><img decoding=\"async\" class=\"box-logo\" loading=\"lazy\" alt=\"\" src=\"https:\/\/www.capgemini.com\/es-es\/wp-content\/uploads\/sites\/16\/2024\/10\/rafael-escarabajal.jpg?w=612\" \/><div class=\"date-name-info\"><div class=\"author-text\">Rafael Escarabajal S\u00e1nchez<\/div><div class=\"date-text\">oct. 16, 2024<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section>","protected":false},"excerpt":{"rendered":"","protected":false},"author":452,"featured_media":536549,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"14f3e2ce-1710-4c64-848d-f0b9c75f2283\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[5],"tags":[186],"brand":[],"service":[170,344,166],"industry":[25],"partners":[],"blog-topic":[696],"content-group":[],"class_list":["post-547190","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-ia","service-data-ai","service-engineering","service-intelligent-industry","industry-automotive","blog-topic-engineering"],"yoast_head":"<!-- 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