A multi-source ensemble domain adaptation method for rotary machine fault diagnosis

Shengkang Yang,Xianguang Kong,Qibin Wang,Zhongquan Li,Han Cheng, Linyang Yu

Measurement（2021）

引用 32|浏览0

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摘要

•A multi-source ensemble domain adaptation method is proposed for fault diagnosis.•The method considers mutual distribution difference among multi-source domain.•The method can extract domain invariant and discriminant fault feature.•The method shows significant diagnosis performance and robustness.

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关键词

Rotary machine,Fault diagnosis,Multi-source domain,Transfer learning,Domain adaptation

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