Jian Ma

Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification

Chen Lü, Zhenya Wang, Wei-Li Qin et al. · Signal Processing · 2016 · 773 citations

Fault Diagnosis, Condition Monitoring, Engineering +10

Rolling bearing fault diagnosis under variable conditions using LMD-SVD and extreme learning machine

Ye Tian, Jian Ma, Chen Lü et al. · Mechanism and Machine Theory · 2015 · 230 citations

Fault Diagnosis, Condition Monitoring, Engineering +7

Rolling Bearing Fault Diagnosis Based on STFT-Deep Learning and Sound Signals

Hongmei Liu, Lianfeng Li, Jian Ma · Shock and Vibration · 2016 · 204 citations · Full text

Fault Diagnosis, Condition Monitoring, Engineering +15

Incorporating Uncertainty of Wind Power Generation Forecast Into Power System Operation, Dispatch, and Unit Commitment Procedures

Yuri V. Makarov, Pavel Etingov, Jian Ma et al. · IEEE Transactions on Sustainable Energy · 2011 · 202 citations

Engineering, Power Grid Operation, Optimal System Design +17

A data-driven digital-twin prognostics method for proton exchange membrane fuel cell remaining useful life prediction

Safa Meraghni, Labib Sadek Terrissa, Meiling Yue et al. · International Journal of Hydrogen Energy · 2020 · 157 citations · Full text

Engineering, Service Life Prediction, Data Science +8