Xing-Hua Xu

A Deep Attention Fusion Corrected Conformal Prediction Method for IGBT Remaining Useful Life Prediction

Insulated gate bipolar transistors (IGBTs) are critical components in power converters, yet their degradation exhibits profound nonlinearity. Conventional prognostic methods consistently struggle with these nonstationary dynamics, environmental noise, data dropouts, and a lack of reliable uncertainty quantification (UQ...