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This research intends to contribute with improvements in the main steps usually implemented for an automatic monitoring of disturbances in the power quality (PQ) context. In a first step, this paper employs a wavelet transform (WT)-based method for disturbance segmentation with properties of temporal identification of signal discontinuities. Moreover, the WT was used to extract features as, for example,...