Hai-Tao Shao

Degradation-aware RUL prediction for rolling bearings via multiresolution variable-length patches and hierarchical KAN

Accurate remaining useful life (RUL) prediction of rolling bearings is important for predictive maintenance in smart manufacturing. However, bearing degradation signals collected in industrial environments are usually nonlinear, non-stationary, and locally fluctuating, which makes continuous full-life degradation traje...