Simulation Platform for Fault Diagnosis

Abstract The previous chapters have described the mathematical principles and algorithms of multivariate statistical methods, as well monitoring processes when used for fault diagnosis. In order to validate effectiveness data-driven analysis methods in field diagnosis, it is necessary conduct corresponding experiments. Therefore this chapter introduces two kinds simulation platform, Tennessee Eastman (TE) process system fed-batch Penicillin Fermentation Process system. They are widely test platforms monitoring, classification, identification industrial process. related experiments based on PCA, CCA, PLS, FDA completed TE platforms.