Adversarial domain adaptation convolutional neural network for intelligent recognition of bearing faults

Yaochun Wu,Rongzhen Zhao,Hongru Ma,Qiang He, Shaohua Du,Jie Wu

Measurement（2022）

引用 13|浏览2

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摘要

•A new ADACNN algorithm based on a weight-sharing CNN is proposed.•The designed ADACNN implements domain adaptation in two different spaces.•An intelligent recognition method is developed for bearing faults.

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关键词

Convolutional neural network,Domain adaptation,Intelligent fault recognition,Bearing

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