Application of Recursive Least Squares Algorithm With Variable Forgetting Factor for Frequency Component Estimation in a Generic Input Signal

被引：43

作者：

Beza, Mebtu ^{[1
]}

Bongiorno, Massimo ^{[1
]}

机构：

[1] Chalmers Univ Technol, Div Elect Power Engn, Environm & Energy Dept, S-41296 Gothenburg, Sweden

来源：

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS | 2014年 / 50卷 / 02期

关键词：

Adaptive estimation; frequency estimation; least squares methods; phase estimation; phase-locked loops (PLLs); variable forgetting factor; CONVERTERS;

D O I：

10.1109/TIA.2013.2279195

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Signal estimation is important for protection, system study, and control purposes. This paper deals with the application of a modified recursive least squares algorithm, based on a variable forgetting factor, for estimation of frequency components in a generic input signal. Application areas such as synchronization and control in three- and single-phase systems for various grid conditions as well as estimation of harmonic and subsynchronous components will be discussed. Advantages of the proposed method over the available techniques in terms of estimation speed, frequency selectivity, and noise rejection capability will be described. Finally, simulation and experimental results will be used to evaluate the dynamic performance of the proposed method.

引用

页码：1168 / 1176

页数：9

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IEEE TRANSACTIONS ON POWER DELIVERY, 2008, 23 (03) :1664-1672

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