Dec 20, 2012 · A more accurate battery state of charge (SOC) estimation method for electric drive vehicles is developed based on a nonlinear battery model ...
In this paper, a more accurate battery state of charge (SOC) estimation method for electric drive vehicles is developed based on a nonlinear battery model ...
In the research, Dual Extended Kalman Filter (DEKF) is used to reduce the influence of measurement and system noise and provide an accurate and robust solution ...
Jul 9, 2024 · In this paper, a more accurate battery state of charge (SOC) estimation method for electric drive vehicles is developed based on a nonlinear ...
This paper presents an Adaptive Cubature Kalman filter (ACKF)-based SOC estimation algorithm for lithium-ion batteries in electric vehicles.
The extended Kalman filter keeps an excellent precision in state of charge estimation of Li-ion battery and performs well when disturbance happens.
Aug 30, 2022 · The primary ambition of this article is to find an accurate and robust SOC estimation based on extended Kalman filter (EKF) and unscented Kalman filter (UKF) ...
This method shows a faster convergence rate and better SOC estimation performance than the traditional Extend Kalman Filter (EKF) method.
The state of charge estimation of lithium-ion battery based on extended Kalman filter algorithm is investigated in this paper.
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Nov 29, 2022 · An adaptive iterative extended Kalman filter (AIEKF) method for the SOC in an AUV is proposed to address the traditional filter's problems, such as low ...