State of charge estimation of vanadium redox battery based on improved extended Kalman filter

Electrical Energy Storage for the Grid: A Battery of Choices

Bruce Dunn, Haresh Kamath, Jean‐Marie Tarascon · Science · 2011 · 14.4K citations

Electric Battery, Electrical Engineering, Chemical Engineering +15

Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs

Gregory L. Plett · Journal of Power Sources · 2004 · 1.7K citations

State Estimation, Electric Battery, Electrical Engineering +8

State-of-Charge Estimation for Lithium-Ion Batteries Using Neural Networks and EKF

Mohammad Charkhgard, Mohammad Farrokhi · IEEE Transactions on Industrial Electronics · 2010 · 756 citations

State Estimation, Nonlinear System Identification, Electrical Engineering +12

Support Vector Machines Used to Estimate the Battery State of Charge

Juan Carlos Álvarez Antón, P.J. Garcı́a Nieto, Cecilio Blanco Viejo et al. · IEEE Transactions on Power Electronics · 2013 · 484 citations · Full text

Engineering, Machine Learning, Svm Soc Estimator +22

Determination of state-of-charge and state-of-health of batteries by fuzzy logic methodology

Alvin J. Salkind, Craig J. Fennie, Pritpal Singh et al. · Journal of Power Sources · 1999 · 446 citations

Electric Battery, Electrical Engineering, Fuzzy Logic +9