A deep reinforcement learning approach for airport departure metering under spatial–temporal airside interactions

H Ali, DT Pham, S Alam… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Airport taxi delays adversely affect airports and airlines around the world leading to airside
congestion, increased Air Traffic Controllers/Pilot workload, and adverse environmental …

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 …

Integrated airside landside framework to assess passenger missed connections with airport departure metering

H Ali, DT Pham, S Alam, M Schultz - 2022 - dr.ntu.edu.sg
Airport departure metering can contain airside congestion but it may adversely impact
scheduled gate assignments leading to passenger missed connections. Using an integrated …

Prediction of Off-Block Time Distribution for Departure Metering

R Mori - Journal of Air Transportation, 2024 - arc.aiaa.org
The uncertainties related to target off-block time (TOBT), the pushback-ready time predicted
by aircraft operators, affect greatly airport operations. The accuracy of TOBT is, in general …

[PDF][PDF] 大型机场单通道U 形机坪区推出等待点优化设计

李治寒, 朱新平, 张天雄, 陈洪浩 - 科学技术与工程, 2023 - stae.com.cn
摘要为了提高大型机场单通道U 型区高峰时段航班出港效率, 研究了单通道U
型区离港航班推出等待点位置. 首先, 将单通道U 型区航班推出等待点位置选定问题抽象为典型 …

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

H Ali - 2022 - dr.ntu.edu.sg
Asia has witnessed a meteoric rise in its air traffic in the last decade; leading the region to
experience the fastest air traffic growth, globally. However, air traffic infrastructure has not …

Towards greener airport surface operations: a reinforcement learning approach for autonomous taxiing

TN Tran, DT PHAM, S Alam - TRANSACTIONS OF THE JAPAN …, 2024 - jstage.jst.go.jp
This study proposes an autonomous aircraft taxi agent that can be used to recommend the
pilot the optimal speed profile to achieve optimal fuel burn and to arrive on time at the target …

Review of Technologies of Intelligent Development of Airport Complex Operation System

R Zhang, D He, S Zhao, Y Qiao… - 2023 Asia Symposium on …, 2023 - ieeexplore.ieee.org
When the airport is understood as a space concept, airports operation involves many
businesses. The critical point of airport intelligence is the technical roadmap, especially for …

Enhancing airside monitoring: a multi-camera view approach for aircraft position estimation for digital control towers

H Ali, DT Pham, S Alam - 2023 - dr.ntu.edu.sg
A digital tower offers a cost-efficient substitute for traditional air traffic control towers and is
anticipated to deliver video-based surveillance, which is especially beneficial for smaller …

Reduced taxi delays with intelligent departure metering advisory tool (I-MATE): insights from air traffic controller validation experiments

H Ali, DT Pham, S Alam - 2024 - dr.ntu.edu.sg
Airport taxi delays significantly impact airlines, passengers, and the environment. Effectively
addressing taxi delays necessitates the synchronization of stochastic and uncertain airside …