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Bilinear time-frequency analysis techniques for power quality signals

机译:电能质量信号的双线性时频分析技术

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摘要

Bilinear time-frequency distributions (TFDs) are powerful techniques that offer good time and frequency resolution of time-frequency representation (TFR). It is very appropriate to analyze power quality signals which consist of non-stationary and multi-frequency components. However, the TFDs suffer from interference because of cross-terms. This paper presents the analysis of power quality signals using bilinear TFDs. The chosen TFDs are smooth-windowed Wigner-Ville distribution (SWWVD), Choi-Williams distribution (CWD), B-distribution (BD) and modified B- distribution (MBD). The power quality signals focused are swell, sag, interruption, harmonic, interharmonic and transient based on IEEE Std. 1159-2009. To identify and verify the TFDs that operated at optimal kernel parameters, a set of performance measures are defined and used to compare the TFRs. The performance measures are main-lobe width (MLW), peak-to-side lobe ratio (PSLR), signal-to-cross-terms ratio (SCR) and absolute percentage error (APE). The result shows that SWWVD is the best bilinear TFD and appropriate for power quality signal analysis.
机译:双线性时频分布(TFD)是强大的技术,可为时频表示(TFR)提供良好的时间和频率分辨率。分析由非平稳和多频率分量组成的电能质量信号非常合适。但是,由于跨术语,TFD受干扰。本文介绍了使用双线性TFD对电能质量信号的分析。选择的TFD是平滑窗口Wigner-Ville分布(SWWVD),Choi-Williams分布(CWD),B分布(BD)和修改的B分布(MBD)。根据IEEE标准,所关注的电能质量信号为骤升,骤降,中断,谐波,间谐波和瞬变。 1159-2009。为了识别和验证以最佳内核参数运行的TFD,定义了一组性能指标并将其用于比较TFR。性能指标为主瓣宽度(MLW),峰旁瓣比(PSLR),信噪比(SCR)和绝对百分比误差(APE)。结果表明,SWWVD是最佳的双线性TFD,适用于电能质量信号分析。

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