Keke Huang

Lifelong dictionary learning for dynamical system fault detection: A Bayesian perspective

Dynamical-system fault detection is essential for maintaining safe and reliable operation. However, industrial systems often evolve across operating modes, causing fixed monitoring models to lose accuracy when the data distribution shifts. Updating the model with new mode data ca...