Multi-Branch Residual Multiscale CNN Based Power Transformer Fault Diagnosis on Vibration Signal

Multi-Branch Residual Multiscale CNN Based Power Transformer Fault Diagnosis on Vibration Signal

Status of the transformer is highly associated with safe and stable operation of the whole power system. Since the vibration signal is generated along with operation of the transformer and can indicate change of equipment operation status in real-time, fault diagnosis based on the vibration signal i...

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Bibliographic Details
Main Authors: Binwen Zhang, Fei Jiao, Jie Tong, Yuanpeng Tan, Zhonghao Zhang, Shuang Lin
Format: Article
Language:English
Published: China electric power research institute 2025-01-01
Series:CSEE Journal of Power and Energy Systems
Subjects:
Convolution neural network
fault diagnosis
IMF branch
power transformer
spatial-channel attention
vibration signal
Online Access:https://ieeexplore.ieee.org/document/10165646/
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https://ieeexplore.ieee.org/document/10165646/

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