A comprehensive guide to selecting suitable wavelet decomposition level and functions in discrete wavelet transform for fault detection in distribution networks

A comprehensive guide to selecting suitable wavelet decomposition level and functions in discrete wavelet transform for fault detection in distribution networks

Abstract The paper presents a comprehensive analysis of the IEEE-16 bus system under different operating conditions. It discusses the selection of suitable decomposition level and wavelet function for analyzing non-stationary signals to enhance power distribution network fault detection. MATLAB/Simu...

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Bibliographic Details
Main Authors: Esraa M. Shalby, Almoataz Y. Abdelaziz, Eman S. Ahmed, Basem Abd-Elhamed Rashad
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Decomposition level selection
Discrete wavelet transform (DWT)
Distribution networks
Fault detection
Feature extraction
MATLAB classifier learner
Online Access:https://doi.org/10.1038/s41598-024-82025-2
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https://doi.org/10.1038/s41598-024-82025-2

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