Milbredt, Olaf und van Eenige, Michel J.A. und Grosmann, Ronald J.F. und Claßen, Axel B. (2018) Passenger-centric airport management using real-time data and forecasting. In: Proceedings of 7th Transport Research Arena. Zenodo. TRA 2018, 2018-04-16 - 2018-04-19, Vienna, Austria. doi: 10.5281/zenodo.1440963.
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Kurzfassung
Timely information about flights is already passed to passengers nowadays. A next step towards passenger- centric services will be to use real-time information about passenger movement and kinetic behaviour in airport terminals. We developed a forecasting system processing real-time data of passenger movements in the airport terminal. Our system is able to predict the future demand at touch points. Furthermore, it can be used to generate the expected passenger distribution heat map. The system also provides a real-time graphical interface helping an airport operator to oversee the situation at one glance. The real-time data are enriched with a model for the kinetic behaviour of each passenger. We use our forecasting system to simulate the case of baggage re-claim. The underlying geometry of the re-claim area originates from a large-sized European airport. The movement data of 250 passengers within the simulation are used to apply kinetic behaviour analysis. The information provided by our forecasting system can also be exploited to build a real-time Passenger Information System.
elib-URL des Eintrags: | https://elib.dlr.de/114036/ | ||||||||||||||||||||
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Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||||||||||
Titel: | Passenger-centric airport management using real-time data and forecasting | ||||||||||||||||||||
Autoren: |
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Datum: | April 2018 | ||||||||||||||||||||
Erschienen in: | Proceedings of 7th Transport Research Arena | ||||||||||||||||||||
Referierte Publikation: | Ja | ||||||||||||||||||||
Open Access: | Nein | ||||||||||||||||||||
Gold Open Access: | Nein | ||||||||||||||||||||
In SCOPUS: | Nein | ||||||||||||||||||||
In ISI Web of Science: | Nein | ||||||||||||||||||||
DOI: | 10.5281/zenodo.1440963 | ||||||||||||||||||||
Verlag: | Zenodo | ||||||||||||||||||||
Status: | veröffentlicht | ||||||||||||||||||||
Stichwörter: | Demand Forecast; Resource Allocation; Microscopic Simulation; Kinetic Passenger Behaviour | ||||||||||||||||||||
Veranstaltungstitel: | TRA 2018 | ||||||||||||||||||||
Veranstaltungsort: | Vienna, Austria | ||||||||||||||||||||
Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||
Veranstaltungsbeginn: | 16 April 2018 | ||||||||||||||||||||
Veranstaltungsende: | 19 April 2018 | ||||||||||||||||||||
Veranstalter : | Austrian Institute of Technology | ||||||||||||||||||||
HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||
HGF - Programm: | Verkehr | ||||||||||||||||||||
HGF - Programmthema: | Verkehrsmanagement (alt) | ||||||||||||||||||||
DLR - Schwerpunkt: | Verkehr | ||||||||||||||||||||
DLR - Forschungsgebiet: | V VM - Verkehrsmanagement | ||||||||||||||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | V - Optimode.net (alt) | ||||||||||||||||||||
Standort: | Braunschweig | ||||||||||||||||||||
Institute & Einrichtungen: | Institut für Flughafenwesen und Luftverkehr > Flughafenforschung | ||||||||||||||||||||
Hinterlegt von: | Milbredt, Dr. Olaf | ||||||||||||||||||||
Hinterlegt am: | 03 Mai 2018 13:17 | ||||||||||||||||||||
Letzte Änderung: | 24 Apr 2024 20:18 |
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