Aero-engine Bearing Fault Diagnosis

Code for our MCTE 2024 paper (IEEE Xplore) on diagnosing faults in aero-engine inter-shaft bearings with SEDSCN-Trans, a parallel SE depthwise separable CNN and Transformer model. The notebooks cover VMD and FFT preprocessing, dataset construction, training and evaluation.MCTE 2024 论文（IEEE Xplore）的代码。论文提出并行 SE 深度可分离卷积网络与 Transformer 模型 SEDSCN-Trans，用于航空发动机中介轴承故障诊断。notebook 涵盖 VMD 与 FFT 预处理、数据集构建以及模型训练与评估。