State of health estimation of power batteries based on multi-feature fusion models using stacking algorithm

Critical review of state of health estimation methods of Li-ion batteries for real applications

Maitane Berecibar, I. Gandiaga, I. Villarreal et al. · Renewable and Sustainable Energy Reviews · 2015 · 1K citations

Engineering, Toxicology, Health Assessment +14

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

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 · 746 citations

Engineering, Chemical Engineering, Electrochemical Engineering +15

Gaussian process regression for forecasting battery state of health

Robert R. Richardson, Michael A. Osborne, David A. Howey · Journal of Power Sources · 2017 · 675 citations · Full text

Computing, Data Science, Forecasting +16