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

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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Bibliographic Details
Main Authors: Yanting Wang, Dingkun Zheng, Rong Jia
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Energies
Subjects:
MMC-HVDC
deep learning
bidirectional gated recurrent unit (Bi-GRU)
fault diagnosis
feature extraction
Online Access:https://www.mdpi.com/1996-1073/15/3/994

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