An Auxiliary Fault Identification Strategy of Flexible HVDC Grid Based on Convolutional Neural Network With Branch Structures

An Auxiliary Fault Identification Strategy of Flexible HVDC Grid Based on Convolutional Neural Network With Branch Structures

Lightning disturbance may be misjudged as dc fault by the primary protection in the flexible high voltage dc (HVDC) grid. To solve this problem, an auxiliary fault identification strategy based on convolutional neural network with branch structures (BR-CNN) is proposed in this paper. In the proposed...

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Bibliographic Details
Main Authors: Jun Mei, Rui Ge, Zhong Liu, Xin Zhan, Guangyao Fan, Pengfei Zhu, Wu Chen
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Convolutional neural network (CNN)
dc fault
fault identification
lightning disturbance
HVDC
Online Access:https://ieeexplore.ieee.org/document/9123377/

Internet

https://ieeexplore.ieee.org/document/9123377/

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