Convolutional Neural Network-Based Transformer Fault Diagnosis Using Vibration Signals

Convolutional Neural Network-Based Transformer Fault Diagnosis Using Vibration Signals

Fast and accurate fault diagnosis is crucial to transformer safety and cost-effectiveness. Recently, vibration analysis for transformer fault diagnosis is attracting increasing attention due to its ease of implementation and low cost, while the complex operating environment and loads of transformers...

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Hlavní autoři: Chao Li, Jie Chen, Cheng Yang, Jingjian Yang, Zhigang Liu, Pooya Davari
Médium: Článek
Jazyk:English
Vydáno: MDPI AG 2023-05-01
Edice:Sensors
Témata:
fault diagnosis
vibration analysis
deep learning
convolutional neural network (CNN)
power transformer
On-line přístup:https://www.mdpi.com/1424-8220/23/10/4781

Internet

https://www.mdpi.com/1424-8220/23/10/4781

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