Accurate estimation of the state of charge (SOC) of Lithium-ion batteries is the critical technology for developing Lithium-ion batteries. Aiming at the problem that the noise covariance of the UKF is ...

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The state of charge (SOC) is an essential indicator needed for a proper and safe operation of a battery. A large majority of methods used to estimate SOC rely on the open circuit voltage (OCV) curve.