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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Bibliographic Details
Published in:Sensors
Main Authors: Bohyung Lee, Yeseul Kim, Hyunyong Lee, Changmook Kang
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Subjects:
bidirectional gated recurrent unit (Bi-GRU)
MVDC system
DC fault
fault diagnosis
deep learning
Online Access:https://www.mdpi.com/1424-8220/25/3/693

Internet

https://www.mdpi.com/1424-8220/25/3/693

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