The SOC estimation results for the lead–carbon battery by GA-MIUKF are observed to be accurate. Figure 11 Lead–carbon battery terminal voltage curve estimated by GA-MIUKF. Full size image In this research, the Coulomb counting method was selected for the estimation of the battery’s actual...