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采用三角波形电压和主成分分析同时测量电解质阻抗和噪声

Measuring Electrolyte Impedance and Noise Simultaneously by Triangular Waveform Voltage and Principal Component Analysis.

作者信息

Xu Shanzhi, Wang Peng, Dong Yonggui

机构信息

State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instrument, Tsinghua University, Beijing 100084, China.

出版信息

Sensors (Basel). 2016 Apr 22;16(4):576. doi: 10.3390/s16040576.

Abstract

In order to measure the impedance variation process in electrolyte solutions, a method of triangular waveform voltage excitation is investigated together with principal component analysis (PCA). Using triangular waveform voltage as the excitation signal, the response current during one duty cycle is sampled to construct a measurement vector. The measurement matrix is then constructed by the measurement vectors obtained from different measurements. After being processed by PCA, the changing information of solution impedance is contained in the loading vectors while the response current and noise information is contained in the score vectors. The measurement results of impedance variation by the proposed signal processing method are independent of the equivalent impedance model. The noise-induced problems encountered during equivalent impedance calculation are therefore avoided, and the real-time variation information of noise in the electrode-electrolyte interface can be extracted at the same time. Planar-interdigitated electrodes are experimentally tested for monitoring the KCl concentration variation process. Experimental results indicate that the measured impedance variation curve reflects the changing process of solution conductivity, and the amplitude distribution of the noise during one duty cycle can be utilized to analyze the contact conditions of the electrode and electrolyte interface.

摘要

为了测量电解质溶液中的阻抗变化过程,研究了一种三角波形电压激励方法并结合主成分分析(PCA)。以三角波形电压作为激励信号,对一个工作周期内的响应电流进行采样以构建测量向量。然后由不同测量得到的测量向量构建测量矩阵。经过主成分分析处理后,溶液阻抗的变化信息包含在载荷向量中,而响应电流和噪声信息包含在得分向量中。所提出的信号处理方法对阻抗变化的测量结果与等效阻抗模型无关。因此避免了等效阻抗计算过程中遇到的噪声引起的问题,同时可以提取电极 - 电解质界面中噪声的实时变化信息。对平面叉指电极进行了监测氯化钾浓度变化过程的实验测试。实验结果表明,测量得到的阻抗变化曲线反映了溶液电导率的变化过程,并且一个工作周期内噪声的幅度分布可用于分析电极与电解质界面的接触情况。

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