{"id":514,"date":"2024-12-16T22:10:23","date_gmt":"2024-12-16T21:10:23","guid":{"rendered":"https:\/\/www.futuremobilitylabs.eu\/?page_id=514"},"modified":"2025-07-09T17:43:56","modified_gmt":"2025-07-09T15:43:56","slug":"llm-entscheidungsunterstuetzung","status":"publish","type":"page","link":"https:\/\/www.futuremobilitylabs.eu\/en\/projekte\/llm-entscheidungsunterstuetzung\/","title":{"rendered":"AI-supported decision-making support"},"content":{"rendered":"
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Oktober 2024 \u2013 M\u00e4rz 2025<\/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

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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

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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

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Project description<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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This project deals with the development of an intelligent traffic management system to overcome operational challenges in public transportation. The system uses artificial intelligence, in particular Large Language Models (LLMs), to provide real-time decision support and optimize resource allocation in Hannover's transport network.<\/p>\n

The system supports employees in critical situations such as<\/p>\n

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  • Accidents on the tracks<\/li>\n
  • Severe weather events<\/li>\n
  • Spontaneous absences due to illness<\/li>\n
  • Passenger bottlenecks<\/li>\n
  • Train delays<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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    Project goals<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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    • Implementation of an AI-based decision support system for short-term operational challenges<\/li>\n
    • Development of a real-time dashboard to monitor and visualize key traffic metrics<\/li>\n
    • Integration of multiple data streams, including timetables, staff availability and passenger numbers<\/li>\n
    • Development of an interactive chatbot interface for quick decision support<\/li>\n
    • Development of predictive analytics functions to forecast staff shortages<\/li>\n
    • Optimization of resource allocation in the event of disruptions and at peak times<\/li>\n
    • \u00a0<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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      Project team<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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      Students<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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      • Pascal Nemecek<\/li>\n
      • Sithara Senarath<\/li>\n
      • Maximilian Feldhaus<\/li>\n
      • Ahmed Shahin<\/li>\n
      • Nail Khazeev<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t
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        Supervisor<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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          \n
        • Mara Burger<\/li>\n
        • Jan vom Brocke<\/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":"

          Oktober 2024 \u2013 M\u00e4rz 2025 M\u00fcnster Universit\u00e4t M\u00fcnster, Transdev Projektbeschreibung Dieses Projekt befasst sich mit der Entwicklung eines intelligenten Verkehrsmanagementsystems zur Bew\u00e4ltigung betrieblicher Herausforderungen im \u00f6ffentlichen Nahverkehr. Das System nutzt k\u00fcnstliche Intelligenz, insbesondere Large Language Models (LLMs), um Entscheidungshilfen in Echtzeit zu liefern und die Ressourcenzuweisung im hannoverschen Verkehrsnetz zu optimieren. Das System unterst\u00fctzt Mitarbeitende […]<\/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-514","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/514","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=514"}],"version-history":[{"count":19,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/514\/revisions"}],"predecessor-version":[{"id":6509,"href":"https:\/\/www.futuremobilitylabs.eu\/en\/wp-json\/wp\/v2\/pages\/514\/revisions\/6509"}],"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=514"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}