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...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Published: |
Springer
2023
|
| Subjects: |