A charge dynamics model for state-of-charge estimation by Kalman filter and lithium-ion battery parameters observation in real-vehicle
Lin He,
Guangwei Yin,
Renjie Pan
et al.
Abstract:State-of-charge estimation by Kalman filter requires a linear dynamics model of lithium-ion battery. This is particularly challenging for formulating a battery dynamics model by a set of linear differential equations, for which battery dynamic characteristics are nonlinear. While much of the research on battery dynamics models has focused on linearizing the battery model by some mathematical methods, comparatively little is known about how to directly model a linear differential equation containing some nonlin… Show more
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