Physics-informed Multi-task Tabular Transformer for Joint Fault Prediction and Remaining Useful Life Estimation of Industrial Equipment
Accurate fault prediction and remaining useful life (RUL) estimation are essential for predictive maintenance of industrial equipment. However, existing methods mainly focus on time-series signals and often ignore the heterogeneous characteristics and degradation knowledge in tabular equipment data. This study proposes...