Zhiyi He

Transfer fault diagnosis of bearing installed in different machines using enhanced deep auto-encoder

Zhiyi He, Haidong Shao, Jing Lin et al. · Measurement · 2019 · 254 citations

Fault Diagnosis, Different Machines, Engineering +7

Ensemble transfer CNNs driven by multi-channel signals for fault diagnosis of rotating machinery cross working conditions

Zhiyi He, Haidong Shao, Xiang Zhong et al. · Knowledge-Based Systems · 2020 · 242 citations

Fault Diagnosis, Engineering, Machine Learning +10

Deep transfer multi-wavelet auto-encoder for intelligent fault diagnosis of gearbox with few target training samples

Zhiyi He, Haidong Shao, Ping Wang et al. · Knowledge-Based Systems · 2019 · 232 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Engineering +5

Modified Deep Autoencoder Driven by Multisource Parameters for Fault Transfer Prognosis of Aeroengine

Zhiyi He, Haidong Shao, Ziyang Ding et al. · IEEE Transactions on Industrial Electronics · 2021 · 161 citations

Fault Diagnosis, Engineering, Machine Learning +19

Travelling wave time–frequency characteristic-based fault location method for transmission lines

Sheng Lin, Zhiyi He, X.P. Li et al. · IET Generation Transmission & Distribution · 2012 · 156 citations