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Electrolyte impedance measurement by triangular waveform voltage and principal component analysis

机译:三角波电压和主成分分析法测量电解质阻抗

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In order to measure the minor impedance changing process in low concentrated electrolyte solutions, a method of triangular waveform voltage excitation is investigated together with principal component analysis (PCA). The immersed planar-interdigitated electrode (IDT) is excited by a triangular waveform voltage signal. The response current during one duty cycle is sampled to construct a measurement vector. The measurement matrix is then constructed by the measured vectors obtained at different measurements. After processed by PCA, the time-varying information of solution impedance is obtained from the principal components. Since the measurement results are independent on the equivalent circuit models, the noise-induced problems encountered during equivalent impedance calculation are therefore avoided. Two kinds of commonly used planar-interdigitated electrodes, i.e. Au electrode on Si substrate and Au electrode on PCB substrate, are experimentally tested in low concentrated KCl solutions. Experimental results indicate that minor solution conductivity changes can be effectively measured by the proposed method.
机译:为了测量低浓度电解质溶液中的微小阻抗变化过程,研究了三角波形电压激励方法和主成分分析(PCA)。浸入的平面叉指电极(IDT)由三角波电压信号激励。采样一个占空比期间的响应电流以构建测量向量。然后,通过在不同测量中获得的测量矢量来构建测量矩阵。经过PCA处理后,可以从主成分中获得溶液阻抗的时变信息。由于测量结果与等效电路模型无关,因此可以避免在等效阻抗计算过程中遇到的由噪声引起的问题。在低浓度的KCl溶液中对两种常用的平面交叉电极进行了测试,即Si基板上的Au电极和PCB基板上的Au电极。实验结果表明,所提出的方法可以有效地测量微小的溶液电导率变化。

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