ECM parameters need to be adjusted as a function of the battery state for an accurate control and lifetime monitoring . The most important state information is the state of charge (SOC). To simulate virtual batteries over full cycles, look-up tables of ECM parameters at different SOC are commonly employed . Parametrization relies on fitting of experimental data, which itself relies on the selection of a suitable model and robust data analysis protocols.