Intelligent departure metering assistant tool (IDMAT) for airside congestion management

• Main Authors: Ali, Hasnain, Pham, Duc-Thinh, Tran, Thanh-Nam, Alam, Sameer
• 其他作者: School of Mechanical and Aerospace Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2023
• 主題: Engineering::Computer science and engineering::Information systems::Information interfaces and presentation; Airport Departure Metering; Deep Reinforcement Learning; Intelligent Pushback Control; Decision Making Under Uncertainty
• 在線閱讀: https://hdl.handle.net/10356/162187
• 機構: Nanyang Technological University

Airport Departure Metering (DM) is an effective approach to contain taxi delays by controlling departure pushback timings. In this work, we demonstrate the potential of Deep Reinforcement Learning (DRL) based DM method to reduce taxi delays by effectively transferring delays from taxiways to gates....