Yaoxiang Yu

An unsupervised feature learning based health indicator construction method for performance assessment of machines

Liang Guo, Yaoxiang Yu, Andongzhe Duan et al. · Mechanical Systems and Signal Processing · 2021 · 93 citations

Engineering, Machine Learning, Data Science +14

FedCAE: A New Federated Learning Framework for Edge-Cloud Collaboration Based Machine Fault Diagnosis

Yaoxiang Yu, Liang Guo, Hongli Gao et al. · IEEE Transactions on Industrial Electronics · 2023 · 88 citations

Artificial Intelligence, Fault Diagnosis, Engineering +25

FedRUL: A New Federated Learning Method for Edge-Cloud Collaboration Based Remaining Useful Life Prediction of Machines

Liang Guo, Yaoxiang Yu, Mengui Qian et al. · IEEE/ASME Transactions on Mechatronics · 2022 · 87 citations

Cluster Computing, Engineering, Machine Learning +21

Online Remaining Useful Life Prediction of Milling Cutters Based on Multisource Data and Feature Learning

Liang Guo, Yaoxiang Yu, Hongli Gao et al. · IEEE Transactions on Industrial Informatics · 2021 · 77 citations

Multisource Data, Engineering, Machine Learning +21

Pareto-Optimal Adaptive Loss Residual Shrinkage Network for Imbalanced Fault Diagnostics of Machines

Yaoxiang Yu, Liang Guo, Hongli Gao et al. · IEEE Transactions on Industrial Informatics · 2021 · 61 citations

Fault Diagnosis, Engineering, Machine Learning +16