Canonical Variate Analysis Based Process Monitoring and Fault Diagnosis

In the previous chapters, we have studied two standard MVA methods, PCA and PLS, and their applications to process monitoring and fault diagnosis. Canonical correlation analysis (CCA) is a further MVA method, which is also, in particular in the control community, known as canonical variate analysis (CVA) and recognized as a standard method for system identification.