Block QR decomposition based power system state estimation algorithm

被引:7
|
作者
Du, ZC [1 ]
Niu, ZY [1 ]
Fang, WL [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect Engn, Xian 710049, Peoples R China
关键词
state estimation; weighted least square estimation; block QR decomposition;
D O I
10.1016/j.epsr.2005.04.004
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a new approach for the solution of the equality constrained power system state estimation problem. Virtual measurements are treated as equality constraints to avoid the numerical ill-conditioning problem due to the disparity in weighting factors. Triangular factorization of the coefficient matrix is carried out by performing QR decomposition on two partitioned matrices and by solving a linear equations set involving a sparse triangular matrix. Compared with normal equations with constraints method, the proposed method circumvents the cross product of the Jacobian matrix, which can cause the loss of information. In sparse QR decomposition based on Givens transformation, variable pivot row and column ordering techniques are used to reduce fill-ins and then computation efficiency is enhanced. Simulation results have shown that proposed method is stable and robust. (C) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:86 / 92
页数:7
相关论文
共 50 条
  • [1] Block QR based power system state estimation algorithm
    Du, Zheng-Chun
    Niu, Zhen-Yong
    Fang, Wan-Liang
    [J]. Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2003, 23 (08): : 50 - 55
  • [2] A numerically stable decomposition based power system state estimation algorithm
    Pandian, A
    Parthasarathy, K
    Thukaram, D
    Soman, SA
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 1998, 20 (01) : 17 - 23
  • [3] A BLOCK HOUSEHOLDER--BASED ALGORITHM FOR THE QR DECOMPOSITION OF HIERARCHICAL MATRICES
    Griem, Vincent
    Le Borne, Sabine
    [J]. SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2024, 45 (02) : 847 - 874
  • [4] Research and implementation of DSP based on LMMSE algorithm based on QR decomposition channel estimation in LTE system
    Meng, Shasha
    Zhang, Demin
    Chen, Bei
    [J]. 2013 2ND INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION AND MEASUREMENT, SENSOR NETWORK AND AUTOMATION (IMSNA), 2013, : 959 - 961
  • [5] A BLOCK QR-ALGORITHM AND THE SINGULAR VALUE DECOMPOSITION
    MATHIAS, R
    STEWART, GW
    [J]. LINEAR ALGEBRA AND ITS APPLICATIONS, 1993, 182 : 91 - 100
  • [6] Enhancement of state estimation power system based hybrid algorithm
    Hussein, Mothafer A.
    Sultan, Ahmed Jasim
    [J]. 2018 1ST ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION AND SCIENCES (AICIS 2018), 2018, : 164 - 169
  • [7] Power system harmonic state estimation based on singular value decomposition
    College of Electrical Engineering, Chongqing University, Chongqing 400044, China
    不详
    [J]. Dianli Zidonghua Shebei Electr. Power Autom. Equip., 2006, 11 (28-31):
  • [8] A QR decomposition based algorithm for computing transfer functions from state equations
    Qiao, S
    Chen, RMM
    Jia, XD
    [J]. ISCAS '97 - PROCEEDINGS OF 1997 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS I - IV: CIRCUITS AND SYSTEMS IN THE INFORMATION AGE, 1997, : 973 - 976
  • [9] LSMI algorithm based on inverse QR decomposition
    Cao Jian-shu
    Wang Xue-gang
    [J]. 2006 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS PROCEEDINGS, VOLS 1-4: VOL 1: SIGNAL PROCESSING, 2006, : 262 - +
  • [10] A new algorithm for distributed power system state estimation based on PMUs
    Li Yan
    Zhou Xiaoxin
    Zhou Jingyang
    [J]. 2006 INTERNATIONAL CONFERENCE ON POWER SYSTEMS TECHNOLOGY: POWERCON, VOLS 1- 6, 2006, : 360 - +