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Fault diagnosis in renewable-integrated distribution systems using EMD-GAF and ANN

The increasing integration of distributed renewable energy sources and dynamic loads has made fault detection in modern distribution systems significantly more challenging. Traditional protection schemes often fail to accurately distinguish between faults and non-fault disturbances such as switching...

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Principais autores: Dhanunjayudu N., Eswaramoorthy K. Varadharaj, Mohana Rao M., Krishnaiah J.
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2025-12-01
coleção:e-Prime: Advances in Electrical Engineering, Electronics and Energy
Assuntos:
Distribution system protection
Fault detection and classification
Empirical Mode Decomposition (EMD)
Gramian Angular Fields (GAF)
Artificial Neural Networks (ANN)
Renewable energy integration
Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2772671125002086
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