{"id":6659,"date":"2025-07-28T09:18:42","date_gmt":"2025-07-28T07:18:42","guid":{"rendered":"https:\/\/www.futuremobilitylabs.eu\/?p=6659"},"modified":"2025-08-03T20:54:58","modified_gmt":"2025-08-03T18:54:58","slug":"abschlusspraesentation-praeventive-krisensteuerung-durch-ml-prognosen","status":"publish","type":"post","link":"https:\/\/www.futuremobilitylabs.eu\/en\/abschlusspraesentation-praeventive-krisensteuerung-durch-ml-prognosen\/","title":{"rendered":"Abschlusspr\u00e4sentation Pr\u00e4ventive Krisensteuerung durch ML-Prognosen"},"content":{"rendered":"<p><span style=\"caret-color: rgb(0, 0, 0); color: rgb(0, 0, 0); font-size: revert; white-space: normal;\">Recent insights into our work at the Future Mobility Labs:<\/span><\/p>\n\n\n\n<p>Unsere Studierenden pr\u00e4sentierten stolz ihren funktionsf\u00e4higen Prototypen f\u00fcr Transdev \u2013 ein intelligentes Dashboard zur pr\u00e4ventiven Krisenvermeidung im \u00f6ffentlichen Nahverkehr! Das entwickelte System analysiert Wasserst\u00e4nde, Versp\u00e4tungen und Betriebsinformationen und warnt fr\u00fchzeitig vor potenziellen St\u00f6rungen, bevor diese zu echten Problemen werden. Die KI-gest\u00fctzten Prognosen k\u00f6nnen Versp\u00e4tungsmuster erkennen und deren Kaskadeneffekte im gesamten Verkehrsnetz vorhersagen.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/07\/IMG_4313-1024x768.jpeg\" alt=\"\" class=\"wp-image-6728\" style=\"width:auto;height:500px\" srcset=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/07\/IMG_4313-1024x768.jpeg 1024w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/07\/IMG_4313-300x225.jpeg 300w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/07\/IMG_4313-768x576.jpeg 768w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/07\/IMG_4313-1536x1152.jpeg 1536w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/07\/IMG_4313-2048x1536.jpeg 2048w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2025\/07\/IMG_4313-16x12.jpeg 16w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>","protected":false},"excerpt":{"rendered":"<p>Aktuelle Einblicke in unsere Arbeit bei den Future Mobility Labs: Unsere Studierenden pr\u00e4sentierten stolz ihren funktionsf\u00e4higen Prototypen f\u00fcr Transdev \u2013 ein intelligentes Dashboard zur pr\u00e4ventiven Krisenvermeidung im \u00f6ffentlichen Nahverkehr! Das entwickelte System analysiert Wasserst\u00e4nde, Versp\u00e4tungen und Betriebsinformationen und warnt fr\u00fchzeitig vor potenziellen St\u00f6rungen, bevor diese zu echten Problemen werden. Die KI-gest\u00fctzten Prognosen k\u00f6nnen Versp\u00e4tungsmuster erkennen [&hellip;]<\/p>","protected":false},"author":2,"featured_media":6728,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[54],"tags":[],"class_list":["post-6659","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-event"],"_links":{"self":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/posts\/6659","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/comments?post=6659"}],"version-history":[{"count":3,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/posts\/6659\/revisions"}],"predecessor-version":[{"id":6773,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/posts\/6659\/revisions\/6773"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/media\/6728"}],"wp:attachment":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/media?parent=6659"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/categories?post=6659"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/tags?post=6659"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}