Optimized perturbation technique for enhanced broadband impedance measurement in Lithium-ion batteries

Zandile C. Moyo, Fredrick M. Mwaniki
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引用次数: 0

Abstract

Battery impedance provides critical insights into the internal state and health of a battery, making accurate frequency-domain measurement essential for characterization and diagnostics. This paper addresses key challenges in battery impedance measurements and evaluates two existing perturbation approaches for broadband impedance measurements in lithium-ion batteries using the same perturbation signal for comparative analysis. A novel approach is proposed that divides the frequency range into multiple bands, each independently perturbed using optimized excitation signals tailored to the band. Statistical averaging is implemented to further enhance measurement precision. By concentrating perturbation energy within specific frequency regions, the method improves the signal-to-noise ratio and reduces variance and bias in the impedance response. Experimental results demonstrate that this technique extends the measurable frequency range and improves accuracy compared to conventional methods, offering significant advancements in battery diagnostics.
锂离子电池宽带阻抗测量的优化摄动技术
电池阻抗提供了了解电池内部状态和健康状况的关键信息,使准确的频域测量对表征和诊断至关重要。本文解决了电池阻抗测量中的关键挑战,并使用相同的扰动信号对锂离子电池宽带阻抗测量的两种现有扰动方法进行了评估,以进行比较分析。提出了一种将频率范围划分为多个频带的新方法,每个频带都使用适合该频带的优化激励信号进行独立扰动。采用统计平均的方法进一步提高了测量精度。该方法通过将扰动能量集中在特定频率区域,提高了信噪比,减少了阻抗响应中的方差和偏置。实验结果表明,与传统方法相比,该技术扩展了可测量频率范围,提高了精度,在电池诊断方面取得了重大进展。
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