Wavelet-Based ensembled intelligent technique for a better quality of fault detection and classification in AC microgrids

Wavelet-Based ensembled intelligent technique for a better quality of fault detection and classification in AC microgrids

This research introduces a novel intelligent protection technique for microgrids, leveraging Discrete Wavelet Transform (DWT) and an Ensemble Bagged Decision Tree (EBDT) classifier for precise fault detection and classification across various scenarios. Non-stationary voltage and current signals are...

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Bibliographic Details
Main Authors: Nityananda Giri, Pravati Nayak, Ranjan Kumar Mallick, Sairam Mishra, Aymen Flah, Habib Kraiem, Lukas Prokop, Mohammad Kanan
Format: Article
Language:English
Published: Elsevier 2024-10-01
Series:Energy Conversion and Management: X
Subjects:
Microgrid
Protection
Fault Detection
Discrete Wavelet Transform
Ensemble Bagged Decision Tree
Online Access:http://www.sciencedirect.com/science/article/pii/S2590174524002915
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http://www.sciencedirect.com/science/article/pii/S2590174524002915

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