基于改进牛顿-拉夫逊法的电力谐波测量

P. Petrović, Dimitrije Rozgic
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引用次数: 1

摘要

提出了一种基于改进牛顿-拉夫森法的电力谐波参数测量新算法。主要的修正是通过重构雅可比矩阵,直接计算其特征系数,而不需要进行逆求。采用过零法粗略计算频率,进行初始频率估计。通过额外的数字滤波,可以对参数进行适当的初始化,并对更新步骤进行监督,从而使Newton-Raphson迭代快速收敛。采用这种组合方法,既能达到较高的跟踪精度,又能达到较高的跟踪速度。它大大降低了计算复杂度,使编程更加容易。该算法具有二次收敛性。仿真试验和结果验证了该方法的可靠性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power Harmonics Measurements Based on Modified Newton-Raphson Procedure
The paper proposes new algorithm for power harmonics parameters measurement based on modified Newton-Raphson method. The main modification is achieved through reconfiguration of the Jacobian matrix, and direct calculation of its characteristic coefficients without need to obtain inversion. The zero-crossing method is used to compute the frequency roughly for initial frequency estimation. With additional digital filtering, the parameters can be initialized properly and the updating steps can be supervised for fast convergence of Newton-Raphson iterations. With this combined approach, both high accuracy and good tracking speed can be achieved. It significantly reduces the computation complexity and makes the programming easier as well. The proposed algorithm has the quadratic convergence. Reliability and effectiveness of the proposed method was confirmed through simulation tests and results.
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