Software Tool for Real Time Power Quality Disturbance Analysis and Classification

M.E. Salem, A. Mohamed, S. Samad, I. Yahya
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引用次数: 4

Abstract

Real time detection and classification of power quality disturbances is important for quick diagnosis and mitigation of such disturbances. This paper presents the development of a software tool based on MatLab for power quality disturbance analysis and classification. Prior to the development of the software tool, the disturbance signals are captured and processed in real-time using the TMS320C6711DSP starter kit. Digital signal processor is used to provide fast data capture, fast data processing and signal processing flexibility with increased system performance and reduced system cost. The developed software tool can be used for real-time and off-line disturbance analysis by displaying the detected disturbance, % harmonics of a signal, total harmonic distortion and results of the S-transform, fast Fourier transform and continuous wavelet transform analyses. In addition, graphical representation of the input signal, power quality indices including sag and swell magnitudes are also displayed on the graphical user interface. PQ disturbance classification results show that accurate disturbance classification can be obtained with a total % of correct classification of 99.3%. Such a software tool can serve as a simple and reliable means for PQ disturbance detection and classification.
实时电能质量干扰分析与分类的软件工具
电能质量扰动的实时检测和分类对于快速诊断和缓解此类扰动具有重要意义。本文介绍了基于MatLab的电能质量干扰分析与分类软件的开发。在开发软件工具之前,使用TMS320C6711DSP入门工具包对干扰信号进行实时捕获和处理。数字信号处理器用于提供快速的数据捕获,快速的数据处理和信号处理的灵活性,提高系统性能和降低系统成本。所开发的软件工具通过显示检测到的干扰、信号的%谐波、总谐波失真以及s变换、快速傅立叶变换和连续小波变换分析的结果,可用于实时和离线干扰分析。此外,图形用户界面上还显示了输入信号的图形表示,包括凹陷和膨胀幅度在内的电能质量指标。PQ扰动分类结果表明,该方法能获得准确的扰动分类,分类正确率达99.3%。该软件工具可以作为一种简单可靠的PQ干扰检测和分类手段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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