Robust battery state-of-charge estimation with improved convergence rate based on applying Busse's adaptive rule to extended Kalman filters.
The extended Kalman filter (EKF) has been widely used to estimate the state-of-charge (SoC) of batteries over the past decade. Battery SoC estimation with the EKF is initialized without knowing the true value of the SoC. Thus, it requires a fast convergence rate to provide users with an accurate SoC...
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主要な著者: | Low, Wen Yao, Abdul Aziz, Mohd. Junaidi, Nik Idris, Nik Rumzi, Rai, Nor Akmal |
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フォーマット: | 論文 |
出版事項: |
Springer
2023
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主題: | |
オンライン・アクセス: | http://eprints.utm.my/107076/ http://dx.doi.org/10.1007/s43236-023-00652-w |
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