Aircraft takeoff and landing weight estimation from surveillance data

S Salgueiro, RJ Hansman, J Huynh - Journal of Air Transportation, 2024 - arc.aiaa.org
Aircraft weight estimation is a common problem facing researchers working with aircraft
surveillance data. Although knowledge of an aircraft's weight and thrust is required for many …

Aircraft Takeoff Weight Estimation for Real-World Flight Trajectory Data Using CNN-LSTM

T Daga, J Bhanpato, A Behere, D Mavris - AIAA AVIATION FORUM …, 2024 - arc.aiaa.org
This study aims to address the absence of takeoff weight information in commonly available
real-world flight trajectory data by developing a deep learning based solution. The …