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Frequency adaptive linear Kalman filter for fast and accurate estimation of grid voltage parameters

机译:频率自适应线性卡尔曼滤波器,可快速准确地估算电网电压参数

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摘要

This paper presents a comparative analysis of three different quadrature signal generators such as the frequency locked loop (FLL) based linear Kalman filter (LKF) (LKF-FLL), the second order generalized integrator (SOGI) and FLL based quadrature signal generator (QSG) (SOGI-FLL) and the extended Kalman filter (EKF). In the LKF-FLL technique, the FLL is integrated with the LKF, where the LKF tracks the orthogonal waveforms of the gird voltage fundamental component based on the fundamental frequency estimated by the FLL. The LKF-FLL technique provides better steady state results and also takes smaller convergence time during the transients as compared to the SOGI-FLL and the EKF techniques. Moreover, the LKF-FLL technique is less complex than the EKF. Synthetically generated grid voltage waveforms are used in MATLAB/Simulink to depict the superior performance of the LKF-FLL technique.
机译:本文对三种不同的正交信号发生器进行了比较分析,例如基于锁频环(FLL)的线性卡尔曼滤波器(LKF)(LKF-FLL),二阶广义积分器(SOGI)和基于FLL的正交信号发生器(QSG) )(SOGI-FLL)和扩展的卡尔曼滤波器(EKF)。在LKF-FLL技术中,FLL与LKF集成在一起,其中LKF基于由FLL估计的基频来跟踪电网电压基波分量的正交波形。与SOGI-FLL和EKF技术相比,LKF-FLL技术可提供更好的稳态结果,并且在瞬变过程中所需的收敛时间更短。此外,LKF-FLL技术不如EKF复杂。在MATLAB / Simulink中使用合成生成的电网电压波形来描述LKF-FLL技术的卓越性能。

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