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A new harmonic measurement method based on VMD and STEKF

机译:基于VMD和STEKF的谐波测量新方法

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With the extensive application of power electronic devices and non-linear loads, harmonic inevitably exists in power system. This paper proposes a new method for global harmonics measurement including integer harmonic and inter-harmonic under both stationary condition and dynamic condition. The new proposed method consists in applying the Variational Mode Decomposition (VMD) for harmonic extraction, then using Strong Tracking Extended Kalman Filter (STEKF) to calculate the instantaneous amplitude and frequency of harmonic. An adaptive algorithm for finding appropriate parameter K of VMD is used to ensure that there is no false mode in the VMD result. The performance of proposed method is compared with Fast Fourier Transform (FFT) based methods, Wavelet Transform (WT) based method and Hilbert-Huang Transform (HHT) based method in different harmonic conditions. The result of simulation argues that the new proposed method is suitable for global harmonic measurement which contains inter-harmonic and dynamic harmonic.
机译:随着电力电子设备和非线性负载的广泛应用,电力系统中不可避免地存在谐波。本文提出了一种新的整体谐波测量方法,包括稳态和动态条件下的整数谐波和间谐波。提出的新方法包括将变分模式分解(VMD)用于谐波提取,然后使用强跟踪扩展卡尔曼滤波器(STEKF)计算谐波的瞬时振幅和频率。用于找到VMD的适当参数K的自适应算法可确保VMD结果中不存在错误模式。将该方法的性能与基于快速傅立叶变换(FFT)的方法,基于小波变换(WT)的方法和基于希尔伯特-黄变换(HHT)的方法在不同谐波条件下的性能进行了比较。仿真结果表明,该方法适用于包含间谐波和动态谐波的整体谐波测量。

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