Design of Ice Tolerance Flight Envelope Protection Control System for UAV Based on LSTM Neural Network for Detecting Icing Severity

Design of Ice Tolerance Flight Envelope Protection Control System for UAV Based on LSTM Neural Network for Detecting Icing Severity

Icing on an unmanned aerial vehicle (UAV) can degrade aerodynamic performance, reduce flight capabilities, impair maneuverability and stability, and significantly impact flight safety. At present, most flight control methods for icing-affected aircraft adopt a conservative control strategy, in which...

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Bibliographic Details
Main Authors: Ting Yue, Xianlong Wang, Bo Wang, Shang Tai, Hailiang Liu, Lixin Wang, Feihong Jiang
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Drones
Subjects:
aircraft icing
icing severity detection
flight risk level assessment
LSTM
flight envelope protection control
NMPC
Online Access:https://www.mdpi.com/2504-446X/9/1/63
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