Fault detection in λ-tuned control loops using an observer with integral action

A model-based fault detection algorithm assuming uncertain process parameters is used for detecting poorly operating λ-tuned control loops. The a priori information obtained from λ-tuning is used to create an observer as residual generator. The observer has integral action which makes it possible to obtain a tight fault detection threshold. A linear optimization approach is used for finding the parameters in the threshold