Comparison of Li-ion battery equivalent circuit modelling using impedance analyzer and Bayesian networks

An energy storage system simulation requires a battery model capable of precisely predicting the dynamic behaviour and I-V characteristics. An equivalent circuit model (ECM) of a battery generates an electric circuit able to replicate complicated battery characteristics. Combination of time domain and frequency domain tests can be utilised to parameterise ECM components properly. The goal of this ...