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基于卷积神经网络的变压器故障诊断使用振动信号

Chao Li1, Jie Chen1, Cheng Yang2

  • 1School of Electrical Engineering, Beijing Jiaotong University, Beijing 100044, China.

Sensors (Basel, Switzerland)
|July 11, 2023
PubMed
概括

这项研究引入了一种新的深度学习方法,用于使用振动分析来诊断干型变压器故障. 这种新的方法实现了99%以上的准确性,提高了变压器的安全性和可靠性.

关键词:
卷积神经网络 (CNN) 是一种神经网络.深度学习是一种深度学习.错误诊断 错误诊断 错误诊断 是一个问题.电力变压器的功率变压器对振动进行分析.

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