Computational modelling and analysis of impeded and unimpeded taxi-out time at congested airports

• المؤلف الرئيسي: Hoo, Xuan Tao
• مؤلفون آخرون: Sameer Alam
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2023
• الموضوعات: Engineering::Mechanical engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/167995
• المؤسسة: Nanyang Technological University

In this study, a Deep Reinforcement Learning (DRL) approach is proposed to optimize the pre-departure sequencing of aircraft at airports, with the objective of minimizing taxi delays and queuing time. The research focuses on two main components: synthetic schedule generation and agent pre-training w...