Shengkang Yang

A bearing fault diagnosis method without fault data in new working condition combined dynamic model with deep learning

Kun Xu, Xianguang Kong, Qibin Wang et al. · Advanced Engineering Informatics · 2022 · 102 citations

Computing, Computer Science, Machine Learning +14

Deep transfer learning based on dynamic domain adaptation for remaining useful life prediction under different working conditions

Han Cheng, Xianguang Kong, Qibin Wang et al. · Journal of Intelligent Manufacturing · 2021 · 83 citations

Computing, Data Science, Forecasting +12

Deep multiple auto-encoder with attention mechanism network: A dynamic domain adaptation method for rotary machine fault diagnosis under different working conditions

Shengkang Yang, Xianguang Kong, Qibin Wang et al. · Knowledge-Based Systems · 2022 · 79 citations

Computing, Computer Science, Manufacturing Engineering +17

The two-stage RUL prediction across operation conditions using deep transfer learning and insufficient degradation data

Han Cheng, Xianguang Kong, Qibin Wang et al. · Reliability Engineering & System Safety · 2022 · 78 citations

Computing, Industrial Engineering, Systems Engineering +10

A multi-source ensemble domain adaptation method for rotary machine fault diagnosis

Shengkang Yang, Xianguang Kong, Qibin Wang et al. · Measurement · 2021 · 77 citations

Computing, Computer Science, Industrial Engineering +14