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Nonlinear observability and identifiability of single cells in battery packs

机译:电池组中单节电池的非线性可观察性和可识别性

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Lithium-ion batteries currently offer the best tradeoff between objectives like performance, energy density and lifetime. To serve the demands of many applications, often a large number of single battery cells are combined into modules or packs of batteries. However, the determination of state of charge and parameters of the single cells is important for the reliable and safe operation of batteries. In the present paper, we investigate the observability and identifiability of cells in battery packs, realized in parallel and serial connections. The analysis is based on linear and nonlinear observability tests exploiting an equivalent circuit model. This leads to conclusive findings concerning the feasibility of estimating the states of single cells from lumped measurements. As shown for cells in parallel connection, one voltage and one current sensor are sufficient to determine state of charge and model parameters of the individual cells. The results are illustrated by simulations.
机译:锂离子电池目前在性能,能量密度和寿命等目标之间提供了最佳折衷。为了满足许多应用的需求,通常将大量的单个电池单元组合成电池模块或电池组。然而,确定单电池的充电状态和参数对于电池的可靠和安全操作很重要。在本文中,我们研究了并联和串行连接实现的电池组中电池的可观察性和可识别性。该分析基于利用等效电路模型的线性和非线性可观察性测试。这导致了关于从集总测量值估计单个电池状态的可行性的结论性发现。如图所示,对于并联连接的电池,一个电压和一个电流传感器足以确定单个电池的充电状态和模型参数。结果通过模拟说明。

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