Identification of Battery Models for Enhanced Battery Management

摘要

Circuit models of batteries are investigated for their utility in real-time identification. Typical models of resistance-capacitance types for Lithium Ion batteries are employed to show that identifiability and sensitivity are essential issues in such models when real-time system identification is attempted. With certain structural modifications of the models to facilitate algorithm implementation, recursive identification algorithms are shown to provide fast convergence.