Optimal Transport Image Representation and Deep Covariance Alignment (CORAL) for Control Valve Stiction Detection

Control valve stiction is a common cause of unwanted oscillations and poor control-loop performance in industrial processes.

Control valve stiction is a common cause of unwanted oscillations and poor control-loop performance in industrial processes. Data-driven methods can automatically detect stiction, but models trained purely on simulated data often struggle to generalize to real industrial control…