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| 荷电状态× | 电池等效电路模型× | |
|---|---|---|
| 领域 | 热力学 | 热力学 |
| 方法族 | Process / pipeline | Process / pipeline |
| 起源年份 | 2004 | 2004 |
| 提出者 | Gregory Plett | Gregory Plett |
| 类型≠ | Estimation algorithm | Battery simulation model |
| 开创性文献≠ | Plett, G. L. (2004). Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs. Journal of Power Sources, 134(2), 252-261. DOI ↗ | Seaman, C. V., Strutt, A. S., & Murray, A. (2014). Portable and plug-in hybrid electric vehicle battery electric range impacts on U.S. gasoline consumption. Journal of Power Sources, 243, 773-783. link ↗ |
| 别名≠ | SOC, charge estimation | ECM, circuit model, battery model |
| 相关 | 3 | 3 |
| 摘要≠ | State of Charge (SOC) is the amount of energy available in a battery or energy storage system, expressed as a percentage of its maximum capacity. Accurate SOC estimation is critical for safe operation: underestimating SOC can cause unsafe discharges, overestimating can cause overcharging. SOC estimation combines current integration (coulomb counting), voltage-based methods, and Kalman filtering to achieve accuracy despite measurement noise and model uncertainties. | The Battery Equivalent Circuit Model (ECM) represents battery electrochemical behavior using an electrical circuit analogy. It includes an ideal voltage source (open-circuit voltage dependent on state of charge), internal resistance(s) for ohmic losses, and capacitive/resistive elements for transient response. ECM enables rapid simulation of battery behavior in electric vehicles, renewable energy systems, and portable devices without solving complex electrochemical equations. |
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