He Ren

A new wind turbine health condition monitoring method based on VMD-MPE and feature-based transfer learning

He Ren, Wenyi Liu, Mengchen Shan et al. · Measurement · 2019 · 138 citations

Fault Diagnosis, Condition Monitoring, Feature-based Transfer Learning +11

Multi-scale style generative and adversarial contrastive networks for single domain generalization fault diagnosis

Jun Wang, He Ren, Changqing Shen et al. · Reliability Engineering & System Safety · 2023 · 104 citations

Fault Diagnosis, Engineering, Machine Learning +9

Domain fuzzy generalization networks for semi-supervised intelligent fault diagnosis under unseen working conditions

He Ren, Jun Wang, Zhongkui Zhu et al. · Mechanical Systems and Signal Processing · 2023 · 58 citations

Artificial Intelligence, Fault Diagnosis, Fuzzy Logic +10

Dynamic Balanced Domain-Adversarial Networks for Cross-Domain Fault Diagnosis of Train Bearings

He Ren, Jun Wang, Jun Dai et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 53 citations

Artificial Intelligence, Fault Diagnosis, Engineering +15

Domain-invariant feature fusion networks for semi-supervised generalization fault diagnosis

He Ren, Jun Wang, Weiguo Huang et al. · Engineering Applications of Artificial Intelligence · 2023 · 45 citations

Fault Diagnosis, Engineering, Machine Learning +7