Kailong Liu

State estimation for advanced battery management: Key challenges and future trends

Fei Feng, Kailong Liu, Lei Zhang et al. · Renewable and Sustainable Energy Reviews · 2019 · 830 citations

Engineering, Electrical Engineering, Systems Engineering +17

A Data-Driven Approach With Uncertainty Quantification for Predicting Future Capacities and Remaining Useful Life of Lithium-ion Battery

Kailong Liu, Yunlong Shang, Quan Ouyang et al. · IEEE Transactions on Industrial Electronics · 2020 · 785 citations · Full text

Computing, Computational Engineering, Data Science +17

Co-Estimation of State-of-Charge and State-of- Health for Lithium-Ion Batteries Using an Enhanced Electrochemical Model

Yizhao Gao, Kailong Liu, Chong Zhu et al. · IEEE Transactions on Industrial Electronics · 2021 · 388 citations

Engineering, Chemical Engineering, Materials Science +17

Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries

Kailong Liu, Yi Li, Mattin Lucu et al. · IEEE Transactions on Industrial Informatics · 2019 · 376 citations · Full text

Computing, Computational Engineering, Computer Science +17

Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model

Fei Feng, Sangli Teng, Kailong Liu et al. · Journal of Power Sources · 2020 · 371 citations

Engineering, Chemical Engineering, Chemistry +14