Harmonic Parameter Estimation of a Power Signal using FT-RLS Algorithm

被引:0
作者
Singh, Santosh Kumar [1 ]
Goswami, Arup Kumar [1 ]
Sinha, Nidul [1 ]
机构
[1] Natl Inst Technol Silchar, Dept Elect Engn, Silchar, Assam, India
来源
2014 IEEE 16TH INTERNATIONAL CONFERENCE ON HARMONICS AND QUALITY OF POWER (ICHQP) | 2014年
关键词
Extended Least Mean Square (ELMS); Fast Transverse Recursive Least Square (FT-RLS); Forgetting Factor Recursive Least Square (FF-RLS); Least Mean Square (LMS); Recursive Least Square (RLS); CONVERGENCE;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Many algorithms have been proposed for harmonic estimation to improve the power quality performance, but till today it is still a challenge for accurate estimation. In this paper an adaptive filtering algorithm called Fast Transverse Recursive Least Square (FT-RLS) is applied for the first time for estimating harmonic parameters. The algorithm has been considered to estimate the amplitudes, phases and frequency in case of time varying power signals containing harmonics in the presence of White Gaussian Noise in MATLAB simulating environment. Also comparison results with two recently proposed algorithms such as Forgetting Factor Recursive Least Square (FF-RLS) and Recursive Least Square (RLS) are presented to show the effectiveness of the proposed FT-RLS algorithm.
引用
收藏
页码:157 / 161
页数:5
相关论文
共 14 条
  • [1] POWER-SYSTEM HARMONIC ESTIMATION - A COMPARATIVE-STUDY
    ALFEILAT, EAA
    ELAMIN, I
    BETTAYEB, M
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 1994, 29 (02) : 91 - 97
  • [2] Recursive estimation of power system harmonics
    Bettayeb, M
    Qidwai, U
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 1998, 47 (02) : 143 - 152
  • [3] OFF-NOMINAL FREQUENCY MEASUREMENTS IN ELECTRIC-POWER SYSTEMS
    GIRAY, MM
    SACHDEV, MS
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (03) : 1573 - 1579
  • [4] Real-time frequency and harmonic evaluation using artificial neural networks
    Lai, LL
    Chan, WL
    Tse, CT
    So, ATP
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 1999, 14 (01) : 52 - 59
  • [5] Improving convergence of the NLMS algorithm using constrained subband updates
    Lee, KA
    Gan, WS
    [J]. IEEE SIGNAL PROCESSING LETTERS, 2004, 11 (09) : 736 - 739
  • [6] Ljung L., 1987, THEORY PRACTICE RECU
  • [7] Mendel J.M., 1987, LESSONS DIGITAL ESTI
  • [8] Oleskovicz M., 2012, Proceedings of 2012 IEEE 15th International Conference on Harmonics and Quality of Power (ICHQP), P457, DOI 10.1109/ICHQP.2012.6381192
  • [9] Paulo S.R., DINIZ ADAPTIVE FILTE
  • [10] PRADHAN AK, 2005, IEEE T POWER DEL, V20