Partial Discharge Fault Diagnosis in Power Transformers Based on SGMD Approximate Entropy and Optimized BILSTM

Partial Discharge Fault Diagnosis in Power Transformers Based on SGMD Approximate Entropy and Optimized BILSTM

Partial discharge (PD) fault diagnosis is of great importance for ensuring the safe and stable operation of power transformers. To address the issues of low accuracy in traditional PD fault diagnostic methods, this paper proposes a novel method for the power transformer PD fault diagnosis. It incorp...

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Bibliographic Details
Main Authors: Haikun Shang, Zixuan Zhao, Jiawen Li, Zhiming Wang
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Entropy
Subjects:
partial discharge
power transformer
symplectic geometry mode decomposition
approximate entropy
bidirectional long short-term memory
Online Access:https://www.mdpi.com/1099-4300/26/7/551

Internet

https://www.mdpi.com/1099-4300/26/7/551

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