Chi Zhang

Multi- forword-step state of charge prediction for real-world electric vehicles battery systems using a novel LSTM-GRU hybrid neural network

Jichao Hong, Fengwei Liang, Haixu Yang et al. · eTransportation · 2024 · 86 citations

Electrical Engineering, Recurrent Neural Network, Engineering +10

A novel state of health prediction method for battery system in real-world vehicles based on gated recurrent unit neural networks

Jichao Hong, Kerui Li, Fengwei Liang et al. · Energy · 2023 · 80 citations

Engineering, Novel State, Machine Learning +6

A new key performance indicator oriented industrial process monitoring and operating performance assessment method based on improved Hessian locally linear embedding

Zhang Hong-jun, Chi Zhang, Jie Dong et al. · International Journal of Systems Science · 2022 · 47 citations

Engineering, Industrial Engineering, Smart Manufacturing +23

Review on proton exchange membrane fuel cells: Safety analysis and fault diagnosis

Jichao Hong, Jingsong Yang, Zhipeng Weng et al. · Journal of Power Sources · 2024 · 43 citations

Fault Diagnosis, Chemical Engineering, Electrical Engineering +7

A Novel Quality-Related Incipient Fault Detection Method Based on Canonical Variate Analysis and Kullback–Leibler Divergence for Large-Scale Industrial Processes

Jie Dong, Lingzhi Jiang, Chi Zhang et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 40 citations

Fault Diagnosis, Engineering, Industrial Engineering +21