用于轻度混合动力汽车锂离子电池SoC测定的Luenberger观察者,与卡尔曼滤波器的比较

A. Lievre, S. Pélissier, A. Sari, P. Venet, A. Hijazi
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引用次数: 5

摘要

锂离子电池正在不断发展,以获得更广泛的用途。新的变体出现在市场上,包括锂离子技术,允许提供非常高的电力。因此,电池可以用作车辆的能量缓冲器。自主性是有限的,有必要确定组成电池的每个元素的充电状态,尽管这些元素(锂离子电池)永远不会完全放电或充电。在这种不寻常的情况下,一个解决方案可能是使用卡尔曼滤波器,但代价是大量的计算能力。可以使用更多具有计算智慧的经济观察者,特别是Luenberger观察者。对于这种类型的特定用途,获得的结果给出了类似的最终结果,所需的计算能力有了显著的提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Luenberger observer for SoC determination of lithium-ion cells in mild hybrid vehicles, compared to a Kalman filter
Li-ion batteries are continually developed for a wide range of use. New variants appear on the market, including Li-ion technologies that allow supplying very high electrical power. By consequence, the battery can be used as an energy buffer in vehicles. The autonomy is limited and it is necessary to determine the State of Charge of each element that makes up a battery, although these elements (Li-ion cells) are never fully discharged or charged. In this unusual context, a solution may be to use a Kalman filter at the cost of significant computing power. More computation-wise economical observers can beings used, in particular Luenberger observers. The results obtained for this type of specific use, give similar final results, with a significant gain on the computing power required.
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