State of Charge Estimation Function based on Kalman Filter
Updated Tue, 29 Jun 2021 13:36:23 +0000
F. Khanum, E. Louback, F. Duperly, C. Jenkins, P. J. Kollmeyer, and A. Emadi, “A Kalman Filter Based Battery State of Charge Estimation MATLAB Function,” in 2021 IEEE Transportation Electrification Conference & Expo, 2021, pp. 484 - 489.
MATLAB Release Compatibility
Platform CompatibilityWindows macOS Linux
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!Start Hunting!
Update reference/citation: please reference the ITEC conference paper.
Bugfix: matrix C calculation
Updated capacity to single values instead of being interpolated
Added temperature interpolation at each step within AEKF loop.
Tuned Kalman Filter parameters for better current bias and offset results.