A machine learning approach for the prediction of top of descent

• Main Authors: Tan, Benjamin Zhi Yong, Alam, Sameer, Ma, Chunyao
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Mechanical engineering; Machine Learning; Top of Descent; Singapore
• Online Access: https://hdl.handle.net/10356/151957
• Institution: Nanyang Technological University

Under the light of increasing air traffic congestion and reduced environmental impacts, the growing need for tailored approaches has arisen. To coordinate tailored approaches, accurate predictions of descent trajectories must be available. The ability of ground based automation for such endeavours h...