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Combined battery SOC/SOH estimation using a nonlinear adaptive observer
Ist Teil von
2015 European Control Conference (ECC), 2015, p.1522-1527
Ort / Verlag
EUCA
Erscheinungsjahr
2015
Quelle
IEEE Xplore
Beschreibungen/Notizen
This work presents a modeling and estimation techniques for State of Charge and State of Health estimation for Li-ion batteries. The analysis is done using an adaptive estimation approach for joint state and parameter estimation and by simplifying an existing nonlinear model previously obtained from experiments tests. A switching mechanism between two observers, one for the charging phase and one for the discharging phase, is done to avoid transients due to the discontinuity of model's parameters. Simulations on experimental data show that the approach is feasible and enhance the interest of the proposed estimation technique.