The use of time-varying AR models for the characterization of voltage disturbances

I. Gu, M. Bollen, E. Styvaktakis
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引用次数: 18

Abstract

A signal-processing tool, autoregressive (AR) modeling, has been introduced to analyze disturbance measurement data from events, like voltage dips, capacitor switching and transformer energization. We show that time-varying AR models may be utilized for detecting sudden transitions of the signal by examining the models' residuals. We also show a potential way of detecting and describing signal transients, using the time-evolved AR model spectra. To examine the disturbances over the entire spectral range, a multiresolution disturbance analysis scheme is presented.
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使用时变AR模型来表征电压扰动
一种信号处理工具,自回归(AR)建模,已经被引入分析事件的干扰测量数据,如电压下降,电容器开关和变压器通电。我们表明,时变AR模型可以通过检查模型的残差来检测信号的突然转变。我们还展示了一种潜在的方法来检测和描述信号瞬态,使用时间演变的AR模型光谱。为了研究整个光谱范围内的扰动,提出了一种多分辨率扰动分析方案。
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