elib
DLR-Header
DLR-Logo -> http://www.dlr.de
DLR Portal Home | Imprint | Privacy Policy | Contact | Deutsch
Fontsize: [-] Text [+]

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

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.

Full text not available from this repository.

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/
Document Type:Conference or Workshop Item (Speech)
Title:Pre-Tactical Planning of Runway Utilization Under Uncertainty: Optimization and Validation
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Fürstenau, NorbertUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Heidt, AndreasFAU Erlangen-NürnbergUNSPECIFIEDUNSPECIFIED
Kapolke, ManuFriedrich-Alexander Universität Erlangen-NürnbergUNSPECIFIEDUNSPECIFIED
Liers, FraukeFriedrich-Alexander Universität Erlangen-NürnbergUNSPECIFIEDUNSPECIFIED
Mittendorf, MonikaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
weiß, ChristianUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Date:December 2015
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Editors:
EditorsEmailEditor's ORCID iDORCID Put Code
Schäfer, DirkEurocontrolUNSPECIFIEDUNSPECIFIED
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

Repository Staff Only: item control page

Browse
Search
Help & Contact
Information
electronic library is running on EPrints 3.3.12
Website and database design: Copyright © German Aerospace Center (DLR). All rights reserved.