statistical independence
1.The preprocessing obviously stands out the non-Gaussianity of the individual components in the signals to satisfy the ICA condition, i. e. statistical independence of sources.
2.Multivariate statistical analysis has been considered as an important method of fault diagnosis due to its independence of process model and the availability of mass data in industrial process.

