Performance evaluation of an extended kalman filter for state estimation of a pseudo-2D thermal-electrochemical lithium-ion battery model
Fast and accurate state estimation is one of the major challenges for designing an advanced battery management system based on high-fidelity physics-based model. This paper evaluates the performance of a modified extended Kalman filter (EKF) for on-line state estimation of a pseudo-2D thermal-electr...
| Main Authors: | , , , |
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| Format: | Conference item |
| Published: |
American Society of Mechanical Engineers
2015
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