Han Cheng

Transferable convolutional neural network based remaining useful life prediction of bearing under multiple failure behaviors

Han Cheng, Xianguang Kong, Gaige Chen et al. · Measurement · 2020 · 206 citations

Reliability Engineering, Engineering, Machine Learning +12

Intelligent wind turbine blade icing detection using supervisory control and data acquisition data and ensemble deep learning

Yao Liu, Han Cheng, Xianguang Kong et al. · Energy Science & Engineering · 2019 · 83 citations · Full text

Artificial Intelligence, Fault Diagnosis, Engineering +23

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 · 78 citations

Artificial Intelligence, Fault Diagnosis, Engineering +9

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 · 76 citations

Artificial Intelligence, Dynamic Domain Adaptation, Engineering +12

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 · 76 citations

Insufficient Degradation Data, Reliability Engineering, Engineering +12