不同类型局部放电源声发射信号的频率特性分解

F. Witos, Z. Gacek, P. Paduch
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引用次数: 3

摘要

本文涉及的问题是将声发射信号的频率特性分解为三参数高斯函数的初等形式。第一阶段,对以三参数高斯峰和形式建模的曲线,讨论了模型曲线与用动态窗口法求解得到的曲线的一致性、Levenberg-Marquardt算法、遗传算法和微分进化算法。结果表明,采用差分进化算法进行分析是有效的,并构建了用于声发射信号频率特性分析的计算机系统。对来自不同端套的模拟PD源和发电机线圈棒中的真实PD源的选定声发射信号进行了频率特性分解。
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DECOMPOSITION OF FREQUENCY CHARACTERISTICS OF ACOUSTIC EMISSION SIGNALS FOR DIFFERENT TYPES OF PARTIAL DISCHARGES SOURCES
The problem touched in the article is decomposition of frequency characteristic of AE signals into elementary form of three-parametrical Gauss function. At the first stage, for modelled curves in form of sum of three-parametrical Gauss peaks, accordance of modelled curve and a curve resulting from a solutions obtained using method with dynamic windows, Levenberg-Marquardt algorithm, genetic algorithms and differential evolution algorithm are discussed. It is founded that analyses carried out by means differential evolution algorithm are effective and the computer system served an analysis of AE signal frequency characteristics was constructed. Decomposition of frequency characteristics for selected AE signals coming from modelled PD sources using different ends of the bushing, and real PD sources in generator coil bars are carried out.
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