Aircraft cruise alternative trajectories generation: a mixed RRG-clustering approach - Archive ouverte HAL
Preprints, Working Papers, ... Year : 2023

Aircraft cruise alternative trajectories generation: a mixed RRG-clustering approach

Jean-Claude Lebègue
Andreas Guitart
Céline Demouge
Daniel Delahaye
Jacco Hoekstra
  • Function : Author
  • PersonId : 1128904
Eric Feron
  • Function : Author
  • PersonId : 1119953

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.
Fichier principal
Vignette du fichier
Papier_Trajectoires_Alternatives.pdf (6.01 Mo) Télécharger le fichier
Origin Files produced by the author(s)

Dates and versions

hal-04201772 , version 1 (11-09-2023)

Identifiers

  • HAL Id : hal-04201772 , version 1

Cite

Jean-Claude Lebègue, Andreas Guitart, Céline Demouge, Daniel Delahaye, Jacco Hoekstra, et al.. Aircraft cruise alternative trajectories generation: a mixed RRG-clustering approach. 2023. ⟨hal-04201772⟩
51 View
97 Download

Share

More