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

• المؤلفون الرئيسيون: Ali, Hasnain, Pham, Duc-Thinh, Tran, Thanh-Nam, Alam, Sameer
• مؤلفون آخرون: School of Mechanical and Aerospace Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering::Information systems::Information interfaces and presentation; Airport Departure Metering; Deep Reinforcement Learning; Intelligent Pushback Control; Decision Making Under Uncertainty
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/162187

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....