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基于最小二乘法对时变参数测量的新方法

柯善文 刘洲洲

电器与能效管理技术Issue(5):20-23,4.
电器与能效管理技术Issue(5):20-23,4.DOI:10.16628/j.cnki.2095-8188.2017.05.005

基于最小二乘法对时变参数测量的新方法

New Measurement Method of Time-Varying Parameter Based on Least Square Method

柯善文 1刘洲洲1

作者信息

  • 1. 西安航空学院电子工程学院,陕西 西安 710077
  • 折叠

摘要

Abstract

In view of the tracking performance defect in measuring the time-varying parameters by using the recursive least squares (RLS) algorithm.A new RLS method based on alterable forgetting factor was put forward.It can be improved on the convergence rate and the trace ability of algorithm by regulating the value of forgetting factor when measuring the time-varying parameters of power system.The simulation results show that the proposed method is faster in convergence rate and higher in parameter estimation accuracy as well as the noise resistance is better in a certainly low SNR environment.

关键词

递推最小二乘法/可变遗忘因子/收敛速度/时变参数

Key words

recursive least squares method/alterable forgetting factor/convergence rate/time-varying parameter

分类

信息技术与安全科学

引用本文复制引用

柯善文,刘洲洲..基于最小二乘法对时变参数测量的新方法[J].电器与能效管理技术,2017,(5):20-23,4.

基金项目

国家自然科学基金(61401499) (61401499)

电器与能效管理技术

2095-8188

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