{"id":518,"date":"2024-12-16T21:22:28","date_gmt":"2024-12-16T20:22:28","guid":{"rendered":"https:\/\/www.futuremobilitylabs.eu\/?page_id=518"},"modified":"2025-07-09T17:44:24","modified_gmt":"2025-07-09T15:44:24","slug":"518-2","status":"publish","type":"page","link":"https:\/\/www.futuremobilitylabs.eu\/en\/projekte\/518-2\/","title":{"rendered":"Digital innovations in public transport"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"518\" class=\"elementor elementor-518\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9bed4fb e-flex e-con-boxed e-con e-parent\" data-id=\"9bed4fb\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-90c10d7 e-con-full e-flex e-con e-child\" data-id=\"90c10d7\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2d142ad e-con-full e-flex e-con e-child\" data-id=\"2d142ad\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fe1def5 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"fe1def5\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M400 64h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v352c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V112c0-26.5-21.5-48-48-48zm-6 400H54c-3.3 0-6-2.7-6-6V160h352v298c0 3.3-2.7 6-6 6z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3e3a113 e-con-full e-flex e-con e-child\" data-id=\"3e3a113\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5189105 elementor-widget elementor-widget-text-editor\" data-id=\"5189105\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Oktober 2023 \u2013 Januar 2024<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-50cebea e-con-full e-flex e-con e-child\" data-id=\"50cebea\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ace1725 e-con-full e-flex e-con e-child\" data-id=\"ace1725\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f7dc9b7 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"f7dc9b7\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-map-marker-alt\" viewbox=\"0 0 384 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M172.268 501.67C26.97 291.031 0 269.413 0 192 0 85.961 85.961 0 192 0s192 85.961 192 192c0 77.413-26.97 99.031-172.268 309.67-9.535 13.774-29.93 13.773-39.464 0zM192 272c44.183 0 80-35.817 80-80s-35.817-80-80-80-80 35.817-80 80 35.817 80 80 80z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-933cb08 e-con-full e-flex e-con e-child\" data-id=\"933cb08\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-649d710 elementor-widget elementor-widget-text-editor\" data-id=\"649d710\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>M\u00fcnster<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8bf4ef9 e-con-full e-flex e-con e-child\" data-id=\"8bf4ef9\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-ffd27f4 e-con-full e-flex e-con e-child\" data-id=\"ffd27f4\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a6fb2a7 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"a6fb2a7\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-users\" viewbox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M96 224c35.3 0 64-28.7 64-64s-28.7-64-64-64-64 28.7-64 64 28.7 64 64 64zm448 0c35.3 0 64-28.7 64-64s-28.7-64-64-64-64 28.7-64 64 28.7 64 64 64zm32 32h-64c-17.6 0-33.5 7.1-45.1 18.6 40.3 22.1 68.9 62 75.1 109.4h66c17.7 0 32-14.3 32-32v-32c0-35.3-28.7-64-64-64zm-256 0c61.9 0 112-50.1 112-112S381.9 32 320 32 208 82.1 208 144s50.1 112 112 112zm76.8 32h-8.3c-20.8 10-43.9 16-68.5 16s-47.6-6-68.5-16h-8.3C179.6 288 128 339.6 128 403.2V432c0 26.5 21.5 48 48 48h288c26.5 0 48-21.5 48-48v-28.8c0-63.6-51.6-115.2-115.2-115.2zm-223.7-13.4C161.5 263.1 145.6 256 128 256H64c-35.3 0-64 28.7-64 64v32c0 17.7 14.3 32 32 32h65.9c6.3-47.4 34.9-87.3 75.2-109.4z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-306ace4 e-con-full e-flex e-con e-child\" data-id=\"306ace4\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e33e213 elementor-widget elementor-widget-text-editor\" data-id=\"e33e213\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>University of M\u00fcnster, Transdev<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-832f621 e-flex e-con-boxed e-con e-parent\" data-id=\"832f621\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-786dcbd elementor-widget elementor-widget-image\" data-id=\"786dcbd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"932\" height=\"488\" src=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_Wise2324.jpg\" class=\"attachment-large size-large wp-image-425\" alt=\"\" srcset=\"https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_Wise2324.jpg 932w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_Wise2324-300x157.jpg 300w, https:\/\/www.futuremobilitylabs.eu\/wp-content\/uploads\/2024\/12\/Gruppenbild_FuMoLab_Wise2324-768x402.jpg 768w\" sizes=\"(max-width: 932px) 100vw, 932px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd9dbf6 elementor-widget elementor-widget-heading\" data-id=\"dd9dbf6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Project description<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38f676d elementor-widget elementor-widget-text-editor\" data-id=\"38f676d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>As part of the Future Mobility Lab, students from the University of M\u00fcnster are working with Transdev on three innovative projects to digitize public transportation. These initiatives include developing an AI-based capacity forecast for the S-Bahn Hannover, integrating a multilingual communication solution for drivers and passengers, and creating an intelligent system to analyze causes of delays on the Mittelrheinbahn. All projects aim to harness modern technology to improve service quality and optimize operational processes.<\/p>\n<p>\u00a0<\/p>\n<p><strong>S-Bahn Hannover Capacity Forecast<\/strong><\/p>\n<ul class=\"wp-block-list\">\n<li>Development of an AI-supported real-time forecast of S-Bahn occupancy<\/li>\n<li>Integration of factors such as events, weather, and school schedules<\/li>\n<li>Goal: Enhanced passenger management and optimized capacity utilization<\/li>\n<\/ul>\n<p><strong>Driver-Passenger Translation System<\/strong><\/p>\n<ul class=\"wp-block-list\">\n<li>Development of an AI-based real-time translation solution<\/li>\n<li>Online\/offline-capable alternative to existing translation tools<\/li>\n<li>Goal: Barrier-free communication between international drivers and passengers<\/li>\n<\/ul>\n<p><strong>Mittelrheinbahn Delay Analysis<\/strong><\/p>\n<ul class=\"wp-block-list\">\n<li>AI-supported analysis of delay causes and their interrelationships<\/li>\n<li>Development of a mathematical model for correlation analysis<\/li>\n<li>Goal: Fair allocation of delay responsibility and improved operational quality<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Oktober 2023 \u2013 Januar 2024 M\u00fcnster Universit\u00e4t M\u00fcnster, Transdev Projektbeschreibung Im Rahmen des Future Mobility Lab entwickeln Studierende der Universit\u00e4t M\u00fcnster in Kooperation mit Transdev drei innovative Projekte zur Digitalisierung des \u00f6ffentlichen Nahverkehrs. Die Projekte umfassen die Entwicklung einer KI-basierten Auslastungsprognose f\u00fcr die S-Bahn Hannover, die Integration einer mehrsprachigen Kommunikationsl\u00f6sung f\u00fcr Fahrer und Fahrg\u00e4ste sowie [&hellip;]<\/p>","protected":false},"author":2,"featured_media":0,"parent":14,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","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":""},"class_list":["post-518","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/518","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/types\/page"}],"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=518"}],"version-history":[{"count":14,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/518\/revisions"}],"predecessor-version":[{"id":6518,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/518\/revisions\/6518"}],"up":[{"embeddable":true,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/14"}],"wp:attachment":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/media?parent=518"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}