Teager能量算子在交流微电网暂态事件识别中的应用

Ayushi Gupta, K. Seethalekshmi
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引用次数: 0

摘要

交流微电网中瞬态事件的发生会对母线电压和电流波形的稳态特性产生扰动。这些暂态事件需要用一些特征向量集来表征。本文提出了一种基于连续小波变换和teager能量算子的特征提取方法来识别暂态事件是故障事件还是切换事件。少年算子的主要特点是跟踪信号的瞬时能量,因为它只需要三个样本来计算每个时刻的能量。因此,瞬态事件期间的扰动反映在青少年能量函数中,因此在事件开始时,其连续值具有更大的峰值。为了验证该技术的有效性,在MATLAB/Simulink平台上进行了大量的仿真,生成了包括并联故障、负载切换、配电发电机切换、电网断开等瞬态事件。
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Application of Teager Energy Operator for Identification of Transient Events in AC Microgrid
The occurrence of transient events in AC microgrid creates disturbances in steady-state characteristics of bus voltage and current waveforms. These transient events need to be characterized by some feature vector set. In this paper, an event identification technique has been proposed by deriving features using continuous wavelet transform with teager energy operator to identify whether the transient event is a fault or switching event. The key characteristic of the teager operator is that it tracks the instantaneous energy of the signal as it requires only three samples for computation of energy at each time instant. Hence disturbances during transient events get reflected in teager energy function and as a result it gives sharper spikes in its consecutive value at event inception time. To verify the efficacy of the proposed technique extensive simulation has been carried out at MATLAB/Simulink platform to generate transient events including, shunt faults, load switching, distribution generator switching, grid disconnection.
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