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ICA-based Method for Power Quality Disturbance Analysis

机译:基于ICA的电能质量扰动分析方法

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摘要

This paper presents a new methodology based on Independent Component Analysis (ICA) for power quality disturbance analysis. The proposed methodology aims at analyzing power quality disturbances that appear as mixtures in the voltage signal. Such disturbances are commonly referred to as multiple disturbances. Results are obtained from both simulated and experimental data showing that disturbance classification higher than 97% can be achieved. The results are attractive for practical applications in power quality systems.
机译:本文提出了一种基于独立分量分析(ICA)的新方法,用于电能质量扰动分析。所提出的方法旨在分析出现在电压信号中的混合物的电能质量障碍。这种干扰通常被称为多次扰动。结果是从模拟和实验数据中获得的,所述实验数据显示,可以实现高于97%的扰动分类。结果对于电力质量系统中的实际应用是有吸引力的。

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