Fault feature extraction of power electronic circuits based on sparse decomposition

Abstract

A fault feature extraction approach is presented based on sparse decomposition theory for power electronic circuits. An overcomplete dictionary including discrete cosine transformation (DCT), Heaviside, and wavelet packet dictionaries is constructed according to the characteristics of different faults in power electronic circuits, then N maximum sparse… (More)

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