Deep Adversarial Subdomain Adaptation Network for Intelligent Fault Diagnosis
Deep Adversarial Subdomain Adaptation Network for Intelligent Fault Diagnosis
复制标题
用于智能故障诊断的深度对抗子域适应网络
DOI：
10.1109/tii.2022.3141783
复制
发表时间：
2022-09
影响因子：
12.3
通讯作者：
Baotong Li
中科院分区：
文献类型：
--
作者：
Yanxu Liu;Yu Wang;Tommy WS Chow;Baotong Li
近年来，领域自适应在解决智能故障诊断问题方面受到了广泛关注。它的目的是通过学习领域不变特征来减少源域和目标域之间的分布差异。然而，
Recently, domain adaptation has received extensive attention for solving intelligent fault diagnosis problems. It aims to reduce the distribution discrepancy between the source domain and target domain through learning domain-invariant features. However,