A unified framework incorporating predictive generative denoising autoencoder and deep Coral network for rolling bearing fault diagnosis with unbalanced data

Xingqiu Li,Hongkai Jiang,Shaowei Liu,Jianjun Zhang,Jun Xu

Measurement（2021）

引用 28|浏览8

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摘要

•A unified framework is proposed for fault diagnosis with unbalanced data.•Predictive generative denoising autoencoder is developed for data generating.•Deep Coral network is used for feature clustering and fault recognition.

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关键词

Generative model,Deep Coral network,Rolling bearing,Fault diagnosis,Unbalanced data

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