Milbredt, Olaf and van Eenige, Michel J.A. and Grosmann, Ronald J.F. and Claßen, Axel B. (2018) Passenger-centric airport management using real-time data and forecasting. In: Proceedings of 7th Transport Research Arena. Zenodo. TRA 2018, April 16-19, 2018, Vienna, Austria. doi: 10.5281/zenodo.1440963.
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Abstract
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.
Item URL in elib: | https://elib.dlr.de/114036/ | ||||||||||||||||||||
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Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
Title: | Passenger-centric airport management using real-time data and forecasting | ||||||||||||||||||||
Authors: |
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Date: | April 2018 | ||||||||||||||||||||
Journal or Publication Title: | Proceedings of 7th Transport Research Arena | ||||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||||
Open Access: | No | ||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||
In SCOPUS: | No | ||||||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||||||
DOI: | 10.5281/zenodo.1440963 | ||||||||||||||||||||
Publisher: | Zenodo | ||||||||||||||||||||
Status: | Published | ||||||||||||||||||||
Keywords: | Demand Forecast; Resource Allocation; Microscopic Simulation; Kinetic Passenger Behaviour | ||||||||||||||||||||
Event Title: | TRA 2018 | ||||||||||||||||||||
Event Location: | Vienna, Austria | ||||||||||||||||||||
Event Type: | international Conference | ||||||||||||||||||||
Event Dates: | April 16-19, 2018 | ||||||||||||||||||||
Organizer: | Austrian Institute of Technology | ||||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
HGF - Program: | Transport | ||||||||||||||||||||
HGF - Program Themes: | Traffic Management (old) | ||||||||||||||||||||
DLR - Research area: | Transport | ||||||||||||||||||||
DLR - Program: | V VM - Verkehrsmanagement | ||||||||||||||||||||
DLR - Research theme (Project): | V - Optimode.net (old) | ||||||||||||||||||||
Location: | Braunschweig | ||||||||||||||||||||
Institutes and Institutions: | Institute of Air Transport and Airport Research > Airport Research | ||||||||||||||||||||
Deposited By: | Milbredt, Dr. Olaf | ||||||||||||||||||||
Deposited On: | 03 May 2018 13:17 | ||||||||||||||||||||
Last Modified: | 20 Jun 2021 15:49 |
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