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Improved Least-Square Prony Analysis Technique for Parameter Evaluation of Lightning ImpulseVoltage and Current

机译:改进的最小二乘Prony分析技术在雷电冲击电压和电流参数评估中的应用

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摘要

This paper represents a fast curve-fitting technique for evaluation of either lightning impulse voltage or the current base curve. The technique based on least-square Prony analysis employs the double integration of the recorded waveform for waveform evaluation. The undesirable effect of noise exiting in Prony analysis technique is mitigated. The base curve formula is written in the complex form of the double exponential function. A decomposition technique is utilized for determination of the base curves of full lightning impulse voltages with oscillations and of lightning impulse currents. To verify the performance of the proposed method, the base curves reconstituted from the developed method were compared with the curves reconstructed from a nonlinear least-square regression prescribed in the standard. The execution time of the proposed method is much shorter than that of the conventional method because it does not need the iteration process. With noise immunity characteristics and avoidance of recorded waveform distortion, the results from the proposed technique based on the normal implementation are remarkably accurate. The results of this study indicated that the proposed method is the powerful one to apply for lightning impulse voltage and current base curve evaluation.
机译:本文介绍了一种用于评估雷电冲击电压或电流基本曲线的快速曲线拟合技术。基于最小二乘Prony分析的技术将记录波形的双重积分用于波形评估。减轻了Prony分析技术中存在的噪声的不良影响。基本曲线公式以双指数函数的复数形式编写。利用分解技术来确定带有振荡的全雷电冲击电压和雷电冲击电流的基本曲线。为了验证所提出方法的性能,将通过改进方法重构的基本曲线与通过标准中规定的非线性最小二乘回归重构的曲线进行了比较。所提出的方法的执行时间比常规方法的执行时间短得多,因为它不需要迭代过程。由于具有抗噪特性,并且避免了记录的波形失真,因此基于正常实现的拟议技术的结果非常准确。研究结果表明,所提出的方法是用于雷电冲击电压和电流基曲线评估的有力方法。

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