Prediction of Aircraft Arrival Runway Occupancy Time Based on Machine Learning

Prediction of Aircraft Arrival Runway Occupancy Time Based on Machine Learning

Abstract Wake re-categorization (RECAT) has been implemented to improve runway capacity, and consequently, aircraft arrival runway occupancy time has become a crucial factor influencing runway capacity. Accurate prediction of the runway occupancy time can assist controllers in determining aircraft s...

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Bibliographic Details
Main Authors: Haoran Gao, Yubing Xie, Changjiang Yuan, Xin He, Tiantian Niu
Format: Article
Language:English
Published: Springer 2023-09-01
Series:International Journal of Computational Intelligence Systems
Subjects:
Arrival runway occupancy time
Quick access recorder data
Genetic algorithm–particle swarm optimization hybrid algorithm
Shapley additive explanation model
Machine learning
Online Access:https://doi.org/10.1007/s44196-023-00333-3

Internet

https://doi.org/10.1007/s44196-023-00333-3

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