Fürstenau, Norbert and Heidt, Andreas and Kapolke, Manu and Liers, Frauke and Mittendorf, Monika and weiß, Christian (2015) Pre-Tactical Planning of Runway Utilization Under Uncertainty: Optimization and Validation. Eurocontrol. The fifth SESAR Innovation Days 2015, 2015-12-01 - 2015-12-03, Bologna, Italien.
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Official URL: http://www.sesarinnovationdays.eu
Abstract
Efficient planning of runway utilization is one of the main challenges in Air Traffic Management (ATM). In a previous paper, we developed a specific optimization approach for the pre-tactical planning phase that reduces complexity by omitting unnecessary information. Further, we investigated the impact of disturbances on our solutions, since in reality uncertainty and inaccuracy almost always lead to deviations from actual plans. In this paper, we now present approaches to incorporate uncertainty directly in our model in order to achieve a stabilization with respect to changes in the data. Namely, we use techniques from robust optimization and stochastic optimization. Further, we analyze real-world data from a large German airport to obtain realistic delay distributions, which turn out to be two-parametric Γ-distributions. We describe a simulation environment and test our new solution methods against standard algorithms (e.g., First-Come-First-Serve). The encouraging results show that our approaches significantly reduce the number of necessary replan- nings.
Item URL in elib: | https://elib.dlr.de/98347/ | ||||||||||||||||||||||||||||
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Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||||||||||
Title: | Pre-Tactical Planning of Runway Utilization Under Uncertainty: Optimization and Validation | ||||||||||||||||||||||||||||
Authors: |
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Date: | December 2015 | ||||||||||||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||||||||||||
Open Access: | No | ||||||||||||||||||||||||||||
Gold Open Access: | No | ||||||||||||||||||||||||||||
In SCOPUS: | No | ||||||||||||||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||||||||||||||
Editors: |
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Publisher: | Eurocontrol | ||||||||||||||||||||||||||||
Status: | Published | ||||||||||||||||||||||||||||
Keywords: | runway utilization, planning,pre-tactical, optimization, uncertainties, stochastic, robust, algorithms, models, validation, Monte Carlo simulation | ||||||||||||||||||||||||||||
Event Title: | The fifth SESAR Innovation Days 2015 | ||||||||||||||||||||||||||||
Event Location: | Bologna, Italien | ||||||||||||||||||||||||||||
Event Type: | international Conference | ||||||||||||||||||||||||||||
Event Start Date: | 1 December 2015 | ||||||||||||||||||||||||||||
Event End Date: | 3 December 2015 | ||||||||||||||||||||||||||||
Organizer: | Eurocontrol | ||||||||||||||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||||||||||
HGF - Program: | Aeronautics | ||||||||||||||||||||||||||||
HGF - Program Themes: | air traffic management and operations | ||||||||||||||||||||||||||||
DLR - Research area: | Aeronautics | ||||||||||||||||||||||||||||
DLR - Program: | L AO - Air Traffic Management and Operation | ||||||||||||||||||||||||||||
DLR - Research theme (Project): | L - Efficient Flight Guidance (old) | ||||||||||||||||||||||||||||
Location: | Braunschweig | ||||||||||||||||||||||||||||
Institutes and Institutions: | Institute of Flight Guidance > Controller Assistance | ||||||||||||||||||||||||||||
Deposited By: | Fürstenau, Dr.phil.nat. Norbert | ||||||||||||||||||||||||||||
Deposited On: | 11 Dec 2015 15:43 | ||||||||||||||||||||||||||||
Last Modified: | 24 Apr 2024 20:03 |
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