Name
Title | ||
|---|---|---|
Nonlinear Robust Observers for State-of-Charge Estimation of Lithium-Ion Cells Based on a Reduced Electrochemical Model |
Abstract | ||
|---|---|---|
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. |
Year | DOI | Venue |
|---|---|---|
2015 | 10.1109/TCST.2014.2382635 | Control Systems Technology, IEEE Transactions |
Keywords | Field | DocType |
Observers,System-on-chip,Uncertainty,Electrodes,Integrated circuit modeling,Mathematical model | Lyapunov function,Direct method,Nonlinear system,System on a chip,Control theory,Control engineering,Observer (quantum physics),Lithium,Linear matrix inequality,Mathematics,State of charge | Journal |
Volume | Issue | ISSN |
PP | 99 | 1063-6536 |
Citations | PageRank | References |
12 | 0.84 | 9 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Satadru Dey | 1 | 55 | 10.95 |
| Beshah Ayalew | 2 | 56 | 12.79 |
| Pierluigi Pisu | 3 | 239 | 31.29 |