Zonghai Chen

A novel Gaussian process regression model for state-of-health estimation of lithium-ion battery using charging curve

Duo Yang, Xu Zhang, Rui Pan et al. · Journal of Power Sources · 2018 · 712 citations

State Estimation, Nonlinear System Identification, Engineering +8

Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-Ion Batteries Using Particle Filter and Support Vector Regression

Jingwen Wei, Guangzhong Dong, Zonghai Chen · IEEE Transactions on Industrial Electronics · 2017 · 608 citations

Engineering, Life Prediction, Diagnosis +23

An online method for lithium-ion battery remaining useful life estimation using importance sampling and neural networks

Ji Wu, Chenbin Zhang, Zonghai Chen · Applied Energy · 2016 · 511 citations

Engineering, Machine Learning, Data Science +13

A new model for State-of-Charge (SOC) estimation for high-power Li-ion batteries

Yao He, Xingtao Liu, Chenbin Zhang et al. · Applied Energy · 2012 · 276 citations

State Estimation, Electric Battery, Electrical Engineering +9

State-of-health estimation for the lithium-ion battery based on support vector regression

Duo Yang, Yujie Wang, Rui Pan et al. · Applied Energy · 2017 · 253 citations

Engineering, Robust Modeling, State-of-health Estimation +13