Research Projects

P.S. click the hyperlink title to access the source (I have many interesting project experiences, and I will only show three meaningful ones here).

Understanding IFRA for Detecting Synchronous Machine Winding Short Circuit Faults Based on Image Classification and Smooth Grad-CAM++

Evaluation of Operating State for Smart Electricity Meters Based on Transformer-Encoder-BiLSTM

Fault anomaly detection of synchronous machine winding based on isolation forest and impulse frequency response analysis