Forecasting, visibility and 3D route optimization for future air traffic management

• المؤلف الرئيسي: Xie, Zhen
• مؤلفون آخرون: Zhong Zhaowei
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2018
• الموضوعات: DRNTU::Engineering::Aeronautical engineering::Flight simulation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/88514; http://hdl.handle.net/10220/45896

Based on time-series Recurrent Neural Network (RNN) forecasting results, air traffic volumes and air passenger volumes will keep increasing for the coming decades. It will challenge the current airport capacity including runway capacity and terminal capacity. The airport group can improve the airpor...