CONDITION MONITORING USING PCA BASED METHOD AND APPLICATION TO WASTEWATER TREATMENT PLANT OPERATION

Monitoring of multidimensional, sophisticated processes still can be a challenge. The paper presents tools to handle such cases, which are based on the Principal Component Analysis with the adaptive enhancement. A novel PCA algorithm is derived with the adaptive supervisor. It is applied to monitoring operation of wastewater treatment plant and tested by simulation based on real data records.