Use of Multiple Models and Qualitative Knowledge for On-line Moving Horizon Disturbance Estimation and Fault Diagnosis

An integrated fault detection, fault isolation, and parameter estimation technique is presented in this paper. Process model parameters are treated as disturbances that dynamically affect the process outputs. A moving horizon estimation technique minimizes the error between process and model measurements over a finite horizon by calculating model parameter… (More)