Title
Aircraft Cruise Alternative Trajectories Generation: A Mixed RRG-Clustering Approach
Author
Lebègue, J. (Sopra Steria; Ecole Nationale de L’Aviation Civile)
Guitart, Andréas (Ecole Nationale de L’Aviation Civile)
Demouge, Céline (Ecole Nationale de L’Aviation Civile)
Delahaye, Daniel (Ecole Nationale de L’Aviation Civile)
Hoekstra, J.M. (TU Delft Control & Simulation)
Feron, Eric (King Abdullah University of Science and Technology)
Contributor
Martins, Ana Lucia (editor)
Ferreira, Joao C. (editor)
Kocian, Alexander (editor)
Tokkozhina, Ulpan (editor)
Helgheim, Berit Irene (editor)
Bråthen, Svein (editor)
Date
2024
Abstract
Weather obstacles in the airspace can interfere with an aircraft’s flight plan. Pilots, assisted by air traffic controllers (ATCs), perform avoidance maneuvers that can be optimized. This paper addresses the generation of alternative aircraft trajectories to resolve unexpected events. The authors propose a solution based on the RRG algorithm, K-means clustering, and Dynamic Time Warping (DTW) similarity metric to address the problem. The mixed algorithm succeeds in generating a set of paths with diversity in an obstacle constrained airspace between Paris-Toulouse and London-Toulouse airports. This tool could help to reduce the workload of pilots and ATCs when such a situation arises.
Subject
alternative trajectory
clustering
metrics
RRG
similarity
To reference this document use:
http://resolver.tudelft.nl/uuid:a677328b-f0f2-4deb-8cfb-c5af678770c9
DOI
https://doi.org/10.1007/978-3-031-49379-9_2
Publisher
Springer
Embargo date
2024-05-20
ISBN
9783031493782
Source
Intelligent Transport Systems - 7th EAI International Conference, INTSYS 2023, Proceedings
Event
7th EAI International Conference on Intelligent Transport Systems, INTSYS 2023, 2023-09-06 → 2023-09-07, Molde, Norway
Series
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 1867-8211, 540 LNICST
Bibliographical note
Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.
Part of collection
Institutional Repository
Document type
conference paper
Rights
© 2024 J. Lebègue, Andréas Guitart, Céline Demouge, Daniel Delahaye, J.M. Hoekstra, Eric Feron