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Fault Diagnosis Method for MMC-HVDC Based on Bi-GRU Neural Network

The Modular Multilevel Converter-High Voltage Direct Current (MMC-HVDC) system is recognized worldwide as a highly efficient strategy for transporting renewable energy across regions. As most of the MMC-HVDC system electronics are weak against overcurrent, protections of the MMC-HVDC system are the...

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Gardado en:
Principais autores: Yanting Wang, Dingkun Zheng, Rong Jia
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2022-01-01
Series:Energies
Assuntos:
MMC-HVDC
deep learning
bidirectional gated recurrent unit (Bi-GRU)
fault diagnosis
feature extraction
Acceso en liña:https://www.mdpi.com/1996-1073/15/3/994
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