Condition Monitoring of 154 kV HTS Cable Systems via Temporal Sliding LSTM Networks

Condition Monitoring of 154 kV HTS Cable Systems via Temporal Sliding LSTM Networks

High-temperature superconducting (HTS) cables are expected to be installed in cable tunnels that are already constructed in urban districts. Therefore, the installation of normal joint boxes is inevitable, and it is necessary to develop a diagnostic methodology that considers both the existence of t...

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Bibliographic Details
Main Authors: Geon Seok Lee, Su Sik Bang, Homer Alan Mantooth, Yong-June Shin
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Condition monitoring
long short-term memory (LSTM)
superconducting cable
temporal sliding LSTM (TS-LSTM) networks
time-frequency analysis
Online Access:https://ieeexplore.ieee.org/document/9157858/

Internet

https://ieeexplore.ieee.org/document/9157858/

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