Jiawei Liu

Remaining useful life prediction of PEMFC based on long short-term memory recurrent neural networks

Jiawei Liu, Qi Li, Weirong Chen et al. · International Journal of Hydrogen Energy · 2018 · 254 citations

Recurrent Neural Network, Engineering, Life Prediction +6

Optimal Energy Management and Control in Multimode Equivalent Energy Consumption of Fuel Cell/Supercapacitor of Hybrid Electric Tram

Yu Yan, Qi Li, Weirong Chen et al. · IEEE Transactions on Industrial Electronics · 2018 · 128 citations

Engineering, Hybrid Capacitor, Energy Efficiency +18

A Fast Fault Diagnosis Method of the PEMFC System Based on Extreme Learning Machine and Dempster–Shafer Evidence Theory

Jiawei Liu, Qi Li, Weirong Chen et al. · IEEE Transactions on Transportation Electrification · 2018 · 109 citations

Fault Diagnosis, Electrical Engineering, Reliability Engineering +14

A discrete hidden Markov model fault diagnosis strategy based on K-means clustering dedicated to PEM fuel cell systems of tramways

Jiawei Liu, Qi Li, Weirong Chen et al. · International Journal of Hydrogen Energy · 2018 · 102 citations

Fault Diagnosis, Reliability Engineering, Engineering +6

PEMFC Residual Life Prediction Using Sparse Autoencoder-Based Deep Neural Network

Jiawei Liu, Qi Li, Ying Han et al. · IEEE Transactions on Transportation Electrification · 2019 · 92 citations

Engineering, Machine Learning, Life Prediction +16