ABSTRACT：The load of electro discharge machining (EDM) is one of typical pulsed power loads, in order to study the de-noise processing of the electricity load characteristics of EDM by choosing various wavelet basis function and threshold value ,and the paper proposes a new approach to detect and classify power quality disturbances by combining with the S-transform. The method can improve the accuracy of signal extraction and resistances to noise.