Liansheng Liu

Data-Driven Anomaly Detection for UAV Sensor Data Based on Deep Learning Prediction Model

2019

Unmanned Aerial Vehicle (UAV) can accomplish various specific tasks and play an increasingly essential role in military, industrial and civil fields. However, the safety of the UAV is lower than that of manned aircraft, and …

Performance Sensing Data Prediction for an Aircraft Auxiliary Power Unit Using the Optimized Extreme Learning Machine

2019 · Sensors

The aircraft auxiliary power unit (APU) is responsible for environmental control in the cabin and the main engines starting the aircraft. The prediction of its performance sensing data is significant for condition-based maintenance. As a …