Classification and Localization of Faults in AC Microgrids Through Discrete Wavelet Transform and Artificial Neural Networks

Classification and Localization of Faults in AC Microgrids Through Discrete Wavelet Transform and Artificial Neural Networks

The widespread integration of renewable energy sources to the main electrical grids has led to the increased adoption of AC microgrids. However, the protection of AC microgrids is a challenging task due to inverter interfaces, bidirectional power flow, multiple modes of operation and the requirement...

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Bibliographic Details
Main Authors: J. A. R. R. Jayasinghe, J. H. E. Malindi, R. M. A. M. Rajapaksha, V. Logeeshan, Chathura Wanigasekara
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Access Journal of Power and Energy
Subjects:
AC microgrids
artificial neural network (ANN)
discrete wavelet transform (DWT)
fault classification
fault localization
Online Access:https://ieeexplore.ieee.org/document/10583937/
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