UAV flight test and its endurance degradation modelling by considering the energy efficiency and flight stability factors

• Main Authors: Wang, Jinlong, Govind, Siddesh, Hu, Xinting, Feroskhan, Mir
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2023
• Subjects: Engineering::Aeronautical engineering::Accidents and air safety; Unmanned Aerial Vehicle; Performance Degradation Test
• Online Access: https://hdl.handle.net/10356/172714
• Institution: Nanyang Technological University

This study presents a novel method for UAV degradation modeling based on real-world flight data, emphasizing the introduced factors of flight energy efficiency and flight operating stability. The approach adopts a dual-modeling framework. Firstly, an LSTNet (Long Short-Term Memory Network) model int...