Collaborative fault diagnosis of rotating machinery via dual adversarial guided unsupervised multi-domain adaptation network

Xingkai Chen,Haidong Shao,Yiming Xiao,Shen Yan,Baoping Cai,Bin Liu

Mechanical Systems and Signal Processing（2023）

引用 43|浏览3

暂无评分

摘要

•Multiple subnet-works for source-target domain to extract invariant features.•Construct IA-Module and EA-Module to form dual adversarial training.•Design MCD-Module to assists the model to make better fusion decisions.•The proposed method performs better than other unsupervised learning methods.

查看译文

关键词

Rotating machinery fault diagnosis,Dual adversarial training,Multi-subnet collaborative decision making,Transfer learning,Unsupervised multi-domain adaptation

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要