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Multi-Objective Optimization of an Aircraft Trajectory between Cities using an Inverse Model Approach

Müller, Reiko (2012) Multi-Objective Optimization of an Aircraft Trajectory between Cities using an Inverse Model Approach. In: AIAA Guidance, Navigation, and Control Conference. AIAA GNC / AFM / MST/ ASC 2012, 12.-18. Aug. 2012, Minneapolis, USA.

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Abstract

Increasing air traffic and the need for environmental-friendly flight operations require efficient Air Traffic Management (ATM) operations. The environmental objectives are the reduction of exhaustive emissions of the aircraft engines as well as the emitted noise. On the other hand there are economically and operationally driven objectives like reduction of flight time and fuel consumption. The general approach to simulate and optimize a trajectory from city to city is to use simplified two degrees of freedom aircraft models along with standard gradient-based optimizers. In order to more efficiently deal with the aforementioned objectives, the first contribution of this work is the design of a modular wrapper model suited for trajectory optimization. It incorporates a B-Spline based trajectory parameterization module, path controller and a more detailed inverse aircraft model with three degrees of freedom. With this combination of models, a low computation time could be achieved, whilst detailed information on the aircraft's behaviour is available. The second contribution is a multi-criterial optimization approach using a genetic-algorithm optimizer. It enables the user to efficiently compare and weigh different criteria like fuel consumption or NOx-emission against each other to design a trajectory that yields the best performance for the respective focus. In addition, the multiobjective optimization approach helps to identify possible gains and to determine the interconnections between different environmental related criteria.

Item URL in elib:https://elib.dlr.de/78455/
Document Type:Conference or Workshop Item (Speech)
Title:Multi-Objective Optimization of an Aircraft Trajectory between Cities using an Inverse Model Approach
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Müller, ReikoReiko.Mueller (at) DLR.deUNSPECIFIED
Date:12 August 2012
Journal or Publication Title:AIAA Guidance, Navigation, and Control Conference
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:No
Status:Published
Keywords:Bahnoptimierung, Pareto-Optimierung, Modellinversion, Umweltfreundliches Fliegen
Event Title:AIAA GNC / AFM / MST/ ASC 2012
Event Location:Minneapolis, USA
Event Type:international Conference
Event Dates:12.-18. Aug. 2012
Organizer:American Institute for Aeronautics and Astronautics (AIAA)
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:Aircraft Research (old)
DLR - Research area:Aeronautics
DLR - Program:L AR - Aircraft Research
DLR - Research theme (Project):L - Systems & Cabin (old)
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of System Dynamics and Control > Aircraft System Dynamics
Deposited By: Müller, Reiko
Deposited On:26 Nov 2012 09:51
Last Modified:11 Jul 2019 14:24

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