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Keywords: particle filter
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. May 2024, 21(2): 021012.
Paper No: JEECS-23-1057
Published Online: September 13, 2023
... the degradation mechanism of fast-charging battery is proposed. First, based on the Arrhenius model, the log-power function (LP) model and log-linear (LL) model related to the fast-charging rate are established. Second, combined with Gaussian process regression prediction, a particle filter is used to update...
Journal Articles
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Electrochem. En. Conv. Stor. August 2022, 19(3): 030906.
Paper No: JEECS-21-1142
Published Online: February 4, 2022
... of SOC estimation. The proposed mechanism is based on an open-loop model, which determines whether to trigger the parameter filter based on the model voltage error. In the present work, particle filter (PF) is used as the state filter and Kalman filter (KF) as the parameter filter. This dual filter...