Nonlinear Robust Observers for State-of-Charge Estimation of Lithium-Ion Cells Based on a Reduced Electrochemical Model

作者：Dey Satadru^*; Ayalew Beshah; Pisu Pierluigi

来源：IEEE Transactions on Control Systems Technology, 2015, 23(5): 1935-1942.

DOI：10.1109/TCST.2014.2382635

• Electrochemical model
• lithium-ion (Li-ion) batteries
• nonlinear observer
• single-particle model (SPM)
• state of charge (SOC)

Advanced battery management systems rely on accurate cell-or module-level state-of-charge (SOC) information for effective control, monitoring, and diagnostics. Electrochemical models provide arguably the most accurate and detailed information about the SOC of lithium-ion cells. In this brief, two nonlinear observer designs are presented based on a reduced order electrochemical model. Both observers consist of a Luenberger term acting on nominal errors and a variable structure term for handling model uncertainty. Using Lyapunov's direct method, the design of the Luenberger term in each observer is formulated as a linear matrix inequality problem, whereas the variable structure term is designed assuming uncertainty bounds. Simulation and experimental studies are included to demonstrate the performance of the proposed observers.

• 出版日期2015-9