Non-Gaussian Process Monitoring and Fault Diagnosis
摘要
Compared with PLS and PCA, independent component analysis (ICA) uses higher-order statistical information (above third-order) of the signal, so as to extract the non-Gaussian characteristic. In recent years, ICA was commonly used as a fault diagnosis method in the field of non-Gaussian process monitoring.