Pre-Tactical Planning of Runway Utilization Under Uncertainty: Optimization and Validation

Beitrag in einem Sammelwerk
(Originalarbeit)


Details zur Publikation

Autor(en): Fürstenau N, Heidt A, Kapolke M, Liers F, Mittendorf M, Weiß C
Herausgeber: Dirk Schäfer
Titel Sammelwerk: Proceedings of the SESAR Innovations Days 2015
Verlag: Eurocontrol
Jahr der Veröffentlichung: 2015


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.



FAU-Autoren / FAU-Herausgeber

Heidt, Andreas
Lehrstuhl für Wirtschaftsmathematik
Kapolke, Manu
Lehrstuhl für Wirtschaftsmathematik
Liers-Bergmann, Frauke Prof. Dr.
Professur für Diskrete Optimierung in den Ingenieurwissenschaften


Zusätzliche Organisationseinheit(en)
Lehrstuhl für Wirtschaftsmathematik


Autor(en) der externen Einrichtung(en)
Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR)


Zitierweisen

APA:
Fürstenau, N., Heidt, A., Kapolke, M., Liers, F., Mittendorf, M., & Weiß, C. (2015). Pre-Tactical Planning of Runway Utilization Under Uncertainty: Optimization and Validation. In Dirk Schäfer (Eds.), Proceedings of the SESAR Innovations Days 2015 Eurocontrol.

MLA:
Fürstenau, Norbert, et al. "Pre-Tactical Planning of Runway Utilization Under Uncertainty: Optimization and Validation." Proceedings of the SESAR Innovations Days 2015 Ed. Dirk Schäfer, Eurocontrol, 2015.

BibTeX: 

Zuletzt aktualisiert 2018-07-08 um 00:11