Balancing resistor-based online electrochemical impedance spectroscopy in battery systems: opportunities and limitations

Alexander Blömeke, Hendrik Zappen, Florian Ringbeck, Fabian Frie, David Wasylowski, Dirk Uwe Sauer
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Abstract

Active dissipative balancing systems are essential in battery systems, particularly for compensating the leakage current differences in battery cells. This study focuses on using balancing resistors to stimulate battery cells for impedance measurement. The value of impedance spectroscopy for in-depth battery cell diagnostics, such as temperature or aging, is currently being demonstrated and recognized by vehicle manufacturers, chip producers, and academia. Our research systematically explores the feasibility of using existing balancing resistors in battery management systems and identifies potential limitations. Here we propose a formula to minimize hardware requirements through signal processing techniques. A quadrupling of the sampling rate, number of averaging values, or the size of the fast Fourier transform is equivalent, concerning the signal-to-noise ratio, to increasing the analog resolution by one bit or reducing the input filter bandwidth by a quarter. Alexander Blömeke and colleagues investigate the conditions under which the balancing resistors in battery systems can be used for impedance measurements. This helps to improve state estimation and results in safer and more sustainable battery systems.

Abstract Image

电池系统中基于电阻器的平衡在线电化学阻抗谱:机遇与限制
有源耗散平衡系统在电池系统中至关重要,尤其是在补偿电池单元的漏电流差异方面。本研究的重点是使用平衡电阻器刺激电池单元进行阻抗测量。目前,阻抗光谱技术在深入诊断电池单元(如温度或老化)方面的价值已得到汽车制造商、芯片生产商和学术界的认可。我们的研究系统地探讨了在电池管理系统中使用现有平衡电阻器的可行性,并找出了潜在的局限性。在此,我们提出了一种通过信号处理技术最大限度降低硬件要求的方案。就信噪比而言,将采样率、平均值数量或快速傅立叶变换的大小提高四倍,相当于将模拟分辨率提高一位或将输入滤波器带宽减少四分之一。Alexander Blömeke 及其同事研究了电池系统中平衡电阻用于阻抗测量的条件。这有助于改进状态估算,使电池系统更安全、更可持续。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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