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

• Main Author: Xie, Zhen
• Other Authors: Zhong Zhaowei
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2018
• Subjects: DRNTU::Engineering::Aeronautical engineering::Flight simulation
• Online Access: https://hdl.handle.net/10356/88514; http://hdl.handle.net/10220/45896
• Institution: Nanyang Technological University

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...