Data driven and learning based approaches for integrated landside airside operations optimization

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Toward Greener and Sustainable Airside Operations: A Deep Reinforcement Learning Approach to Pushback Rate Control for Mixed-Mode Runways

H Ali, DT Pham, S Alam - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
Airside taxi delays have adverse consequences for airports and airlines globally, leading to
airside congestion, increased Air Traffic Controller/Pilot workloads, missed passenger …
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Aircraft Taxi Time Prediction Using Machine Learning and its Application for Departure Metering

F Kato, E Itoh - 2023 IEEE/AIAA 42nd Digital Avionics Systems …, 2023 - ieeexplore.ieee.org
The growing air traffic demand requires safer and more efficient airport operations.
Especially, long take-off queues of departure aircraft need to be reduced, since a significant …
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