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Bidirectional Gated Recurrent Unit Neural Network for Fault Diagnosis and Rapid Maintenance in Medium-Voltage Direct Current Systems

With the growing penetration of renewable energy sources, ensuring the stability and reliability of Medium-Voltage Direct Current (MVDC) systems has become more critical than ever. A single fault in MVDC systems can cause significant disturbances, necessitating rapid and precise diagnostics to preve...

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Principais autores: Bohyung Lee, Yeseul Kim, Hyunyong Lee, Changmook Kang
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-01-01
coleção:Sensors
Assuntos:
bidirectional gated recurrent unit (Bi-GRU)
MVDC system
DC fault
fault diagnosis
deep learning
Acesso em linha:https://www.mdpi.com/1424-8220/25/3/693
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