According to statistical theory

this paper aims at discrete datum of PD measurement for capacitor under DC. Parameters of

kurtosis

skewness

correlation coefficient

variance coefficient etc

are extracted from the PD datum reasonably. Then the extracted parameters are recognized by using BP network

and it has a remarkable discrimination. It is found different recognition results with different inputs

which has tremendous values for future study.