Xu Li

Diagnosing Rotating Machines With Weakly Supervised Data Using Deep Transfer Learning

Xiang Li, Qian Ding, Xu Li · IEEE Transactions on Industrial Informatics · 2019 · 290 citations

Artificial Intelligence, Fault Diagnosis, Engineering +16

A multi-stage semi-supervised learning approach for intelligent fault diagnosis of rolling bearing using data augmentation and metric learning

Kun Yu, Tian Ran Lin, Hui Ma et al. · Mechanical Systems and Signal Processing · 2020 · 287 citations

Fault Diagnosis, Data Augmentation, Intelligent Fault Diagnosis +12

Universal Domain Adaptation in Fault Diagnostics With Hybrid Weighted Deep Adversarial Learning

Xiang Li, Hui Ma, Zhong Luo et al. · IEEE Transactions on Industrial Informatics · 2021 · 259 citations

Artificial Intelligence, Fault Diagnosis, Engineering +19

Calculation of mesh stiffness of spur gears considering complex foundation types and crack propagation paths

Kangkang Chen, Yifan Huangfu, Hui Ma et al. · Mechanical Systems and Signal Processing · 2019 · 253 citations

Engineering, Spur Gears, Mechanical Behavior +13

Open-Set Domain Adaptation in Machinery Fault Diagnostics Using Instance-Level Weighted Adversarial Learning

Xiang Li, Hui Ma, Zhong Luo et al. · IEEE Transactions on Industrial Informatics · 2021 · 251 citations

Artificial Intelligence, Fault Diagnosis, Entropy Minimization Scheme +16