Dynamic Phasor and Frequency Estimation Based on Variable Step Size Weibull M-Transform

Kuber Saxena, S. Nanda, S. Samantaray
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Abstract

The key to the stable and dependable operation of a power system and its control equipment is the accurate and rapid estimation of the system’s phasors and frequency. Numerous research has been conducted on phasor estimation techniques under steady state and dynamic conditions. Although the performance of an estimator based on a static phasor has improved under dynamic conditions, significant errors are still present during large deviations. So, a new approach is presented in this paper to improve phasor estimation during dynamic conditions using Variable Step Size Weibull M transform. The corresponding methods aims on low intricacy adaptive filter using dynamic signal modelling method, whose parameters are calibrated using a new variable step size algorithm by establishing a new nonlinear relationship between the step size and error, the algorithm eliminates the trivial noise and improve the convergence rate to achieve good stability, low complexity, improved precision, faster response, and better noise cancellation.
基于变步长威布尔m变换的动态相和频率估计
准确、快速地估计系统相量和频率是电力系统及其控制设备稳定可靠运行的关键。对于稳态和动态条件下的相量估计技术进行了大量的研究。尽管基于静态相量的估计器在动态条件下的性能有所改善,但在大偏差时仍然存在显着误差。为此,本文提出了一种利用变步长威布尔M变换改进动态条件下相量估计的方法。相应的方法针对低复杂度自适应滤波器,采用动态信号建模方法,通过建立新的步长与误差之间的非线性关系,采用一种新的变步长算法对参数进行标定,该算法消除了微小的噪声,提高了收敛速度,达到了稳定性好、复杂度低、精度提高、响应速度快、消噪效果好的目的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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