Concepedia

Improved parameter identification and state-of-charge estimation for lithium-ion battery with fixed memory recursive least squares and sigma-point Kalman filter

Changcheng Sun, Huipin Lin, Hui Cai, Mingyu Gao, Chunxiang Zhu, Zhiwei He

Electrochimica Acta · 2021 · 71 citations · 64 references

Concepts

EngineeringChemical EngineeringElectrochemical EngineeringEnergy SystemsBattery SystemsKalman FilteringParameter EstimationState EstimationState Of Charge EstimationSystem IdentificationBattery Parameter EstimationLithium-ion Battery State Of Charge EstimationOnline State EstimationParameter IdentificationRecursive Least Squares FilteringState Of Charge Kalman FilteringState Of Charge MonitoringState Of Charge Prediction

References

64

A New Approach to Linear Filtering and Prediction Problems

R. E. Kalman · Journal of Basic Engineering · 1960 · 31K citations

Natural Sciences, Mathematics, Dynamical Systems +16

Lithium batteries: Status, prospects and future

Bruno Scrosati, Jürgen Garche · Journal of Power Sources · 2009 · 5.1K citations

Natural Sciences, Chemical Engineering, Materials Science +12

A new method for the nonlinear transformation of means and covariances in filters and estimators

Simon Julier, Jeffrey Uhlmann, Hugh Durrant‐Whyte · IEEE Transactions on Automatic Control · 2000 · 3.7K citations

Computing, Systems Engineering, Stochastic Modeling +14

A comparative study of equivalent circuit models for Li-ion batteries

Shengbo Eben Li, Huei Peng · Journal of Power Sources · 2011 · 2K citations

Engineering, Chemical Engineering, Electrical Engineering +16

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

Gregory L. Plett · Journal of Power Sources · 2004 · 1.9K citations

Engineering, Electrical Engineering, Systems Engineering +14