Winding-to-ground fault location in power transformer windings using combination of discrete wavelet transform and back-propagation neural network

Abstract Power transformers are important equipment in power systems and require a responsive and accurate protection system to ensure system reliability. In this paper, a fault location algorithm for power transformers based on the discrete wavelet transform and back-propagation neural network is p...

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Bibliographic Details
Main Authors: Pathomthat Chiradeja, Atthapol Ngaopitakkul
Format: Article
Language:English
Published: Nature Portfolio 2022-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-24434-9