VMD and self-attention mechanism-based Bi-LSTM model for fault detection of optical fiber composite submarine cables

VMD and self-attention mechanism-based Bi-LSTM model for fault detection of optical fiber composite submarine cables

Abstract As the main electrical equipment of offshore power grids, optical fiber composite submarine cables undertake the task of power transmission and data communication. In order to ensure the proper functioning of the submarine cable, it is necessary to analyze the working state of it and identi...

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Bibliographic Details
Main Authors: Jie Lu, Wenjiang Feng, Yuan Li, Juntao Zhang, Yongqi Zou, Jingfu Li
Format: Article
Language:English
Published: SpringerOpen 2023-03-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Fault detection of submarine cables
Variational mode decomposition
Bi-LSTM
Deep learning
Online Access:https://doi.org/10.1186/s13634-023-00988-2

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