基于卡尔曼滤波的光伏集成微电网谐波估计

S. Samal, P. Nayak, R. Mallick, A. Bhoi, Sairam Mishra, G. Panda
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引用次数: 0

摘要

本文的研究重点是利用卡尔曼滤波(KF)对光伏集成微电网中的谐波进行估计。基于电压源的大功率变流器使光伏系统与电网的集成在配电网中注入了谐波。谐波的产生主要取决于变流器的类型和控制技术。本研究采用带正弦脉宽调制的电压源变换器(VSC)。不同谐波的幅值和相位角的估计是设计谐波滤波器以改善电能质量的必要条件。因此,我们尝试估算出最高11次谐波的谐波含量。在MATLAB/Simulink环境下对光伏集成微电网进行了建模。该模型采用可调谐比例和积分控制器,并在V-f和P-Q控制模式下进行了测试。得到了原始电压和电流信号在共耦合点的输出波形,并用所提出的卡尔曼滤波器进行处理。通过各种仿真研究验证了所开发技术的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Harmonic Estimation of PV - Integrated Microgrid Using Kalman Filter
The proposed work focuses on estimation of harmonics using Kalman Filter (KF) in a photovoltaic (PV) integrated microgrid. The integration of photovoltaic system in utility grid injects harmonics in the distribution network due to voltage source-based high-power converters. The generation of harmonics basically depends on converter type and control techniques. The voltage source converter (VSC) with sinusoidal pulse width modulation (SPWM) is used in this study. Estimation of amplitude and phase angle of different harmonics are essential for the design of harmonic filters to improve power quality. So, an attempt has been made to estimate the harmonic content up to 11th harmonics. The PV integrated microgrid is modelled in MATLAB/Simulink environment. The model employs tuned proportional and integral controller and tested in V-f and P-Q control mode. Output waveforms of raw voltage and current signals are obtained at point of common coupling (PCC) and processed by the proposed Kalman Filter. The efficacy of the developed technique is verified using various simulation studies.
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