Abstract Aiming to extract efficiently the fault features of partial discharge in process diagnosis power transformer, a method combining Empirical Wavelet Transform (EWT) with Multiscale Permutation Entropy (MPE) is advanced transformers discharge. Firstly, four different pulse signals are analyzed by EWT method, and signal decomposed according frequency domain characteristics obtain intrinsic...