Hongqian Zhao

State of health estimation for lithium-ion batteries based on temperature prediction and gated recurrent unit neural network

Zheng Chen, Hongqian Zhao, Yuanjian Zhang et al. · Journal of Power Sources · 2021 · 207 citations

Electrical Engineering, Engineering, Machine Learning +12

State of health estimation for lithium-ion batteries based on hybrid attention and deep learning

Hongqian Zhao, Zheng Chen, Xing Shu et al. · Reliability Engineering & System Safety · 2022 · 115 citations

Artificial Intelligence, Engineering, Machine Learning +8

Synthetic state of charge estimation for lithium-ion batteries based on long short-term memory network modeling and adaptive H-Infinity filter

Zheng Chen, Hongqian Zhao, Xing Shu et al. · Energy · 2021 · 111 citations · Full text

Electric Battery, Electrical Engineering, Engineering +12

Multi-step ahead voltage prediction and voltage fault diagnosis based on gated recurrent unit neural network and incremental training

Hongqian Zhao, Zheng Chen, Xing Shu et al. · Energy · 2022 · 71 citations

Fault Diagnosis, Electrical Engineering, Engineering +10

Online surface temperature prediction and abnormal diagnosis of lithium-ion batteries based on hybrid neural network and fault threshold optimization

Hongqian Zhao, Zheng Chen, Xing Shu et al. · Reliability Engineering & System Safety · 2023 · 53 citations

Electric Battery, Electrical Engineering, Engineering +10