电网技术2023,Vol.47Issue(7):2957-2966,10.DOI:10.13335/j.1000-3673.pst.2022.1902
基于数据增强型一维改进卷积神经网络的变压器故障诊断方法
Transformer Fault Diagnosis Based on Data Enhanced One-dimensional Improved Convolutional Neural Network
摘要
关键词
一维卷积神经网络/变分自编码器/数据增强/变压器故障诊断/深度学习Key words
one-dimensional convolutional neural network/variational autoencoder/data enhancement/transformer fault diagnosis/deep learning分类
信息技术与安全科学引用本文复制引用
李平,胡根铭..基于数据增强型一维改进卷积神经网络的变压器故障诊断方法[J].电网技术,2023,47(7):2957-2966,10.基金项目
安徽省自然科学基金项目(2108085ME180) (2108085ME180)
安徽高校协同创新项目(GXXT-2021-024).Project Supported by Anhui Provincial Natural Science Foundation(2108085ME180) (GXXT-2021-024)
the University Synergy Innovation Program of Anhui Province(GXXT-2021-024). (GXXT-2021-024)