Barlak C., Ozkazanc Y.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, vol.26, no.1, pp.185-191, 2011 (SCI-Expanded) identifier identifier


In this work, a battery capacity estimation method with radial basis functions is proposed for rechargeable batteries. A generic electrical circuit model is used as a battery model. Battery model parameters are estimated with a Kalman filter based algorithm. Battery capacity values estimated with radial basis functions are compared with the measured values. Results show that the proposed method can be used to estimate the battery capacity.