Fault diagnosis and tolerant control are essential parts of today’s automation control systems. Handling of uncertainties remains a challenging problem in dealing with fault diagnosis and control, particularly in the context of modern industrial automation, where systems operate under feedback control loops, dynamic setpoints, and process uncertainties. Let us illustrate some examples without rigorous control-theoretic handlings.