Xiao-Xin Wu

Fault diagnosis method for liquid rocket engines based on LSTM-LightGBM

This paper proposes a fault diagnosis method for liquid rocket engines (LREs) that integrates physical simulation with a hybrid deep learning algorithm, aiming to address the scarcity of fault samples and the strong temporal coupling of multi-sensor data in practical engineering. The study first establishes a nonlinear...