Novel Fault Location Method for Power Systems Based on Attention Mechanism and Double Structure GRU Neural Network

Novel Fault Location Method for Power Systems Based on Attention Mechanism and Double Structure GRU Neural Network

Fault location is one of the most essential techniques to maintain the stable operation of power systems. A fast and accurate fault location allows operators to restore power grids faster and avoid economic losses. Conventional methods rely on expert knowledge to extract the necessary features (e.g....

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Bibliographic Details
Main Authors: Fan Zhang, Qunying Liu, Yilu Liu, Ning Tong, Shuheng Chen, Changhua Zhang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Attention mechanism
Bi-GRU
dual structure network
fault location
Online Access:https://ieeexplore.ieee.org/document/9072421/

Internet

https://ieeexplore.ieee.org/document/9072421/

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