Beucher gradient and CSMW are used to extract singular values as key features.
The method can improve the anomaly detection performance of the control charts.
The method not only successfully detects anomalies, but also classifies the faults.
The SORDINA technique is applied to detect an actual source frequency.
IFESIS combines the advantages of the CSMW and the subspace based approaches.