IEEE

IoT-Enhanced Fault Diagnosis and Two-Stage RUL Prediction Method for Aircraft Hydraulic Systems Based on Sensor Data

Abstract: Fault diagnosis and remaining useful life (RUL) prediction technologies are critical for aircraft hydraulic systems to ensure flight safety and optimize maintenance schedules. This article ...
IEEE

Graph Transformer-based Deep Reinforcement Learning for Fault Diagnosis of UAV Swarm System Under Imbalanced Data

Abstract: UAV Swarm Systems are in a healthy state most of the time and the occurrence time of severe faults is very short, leading to the imbalance of historical faulted flight data, which poses an ...