Robust hybrid state estimation for power systems utilizing Phasor measurements units

被引:15
作者
Moshtagh, Shiva [1 ]
Rahmani, Mehdi [1 ]
机构
[1] Imam Khomeini Int Univ, Dept Elect Engn, Qazvin, Iran
关键词
State estimation; power system; robust; hybrid; weighted least squares; phasor measurement unit; bounded data uncertainty; PMU; UNCERTAINTY; FRAMEWORK; SCADA;
D O I
10.1016/j.epsr.2021.107195
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
In this paper, we propose a robust hybrid state estimation (RHSE) algorithm to redress the presence of bounded data uncertainties (BDU) using SCADA measurements and phasor measurement units (PMUs). To address it, we modify the formulation of weighted least squares (WLS) method in a robust manner to eliminate the effect of uncertainty in both measurements and network parameters. The IEEE 30-bus system subject to uncertainty is considered as the simulation case to study the performance of the proposed RHSE approach and to compare the desirable results with the existing estimators. In the following, the impact of the number of PMUs on the performance of the proposed method is also investigated.
引用
收藏
页数:10
相关论文
共 40 条
  • [1] Abur A., 2004, Power System State Estimation: Theory and Implementation
  • [2] Analysis of confidence bounds in power system state estimation with uncertainty in both measurements and parameters
    Al-Othman, A. K.
    Irving, M. R.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2006, 76 (12) : 1011 - 1018
  • [3] [Anonymous], 2008, IEEE STANDARD SCADA
  • [4] [Anonymous], 2013, Power Generation, Operation and Control
  • [5] A Two-Stage State Estimator for Dynamic Monitoring of Power Systems
    Asprou, Markos
    Chakrabarti, Saikat
    Kyriakides, Elias
    [J]. IEEE SYSTEMS JOURNAL, 2017, 11 (03): : 1767 - 1776
  • [6] Baltensperger R., 2010, 10th IET Int. Conf. Dev. Power Syst. Prot. (DPSP 2010). Manag. Chang, P1
  • [7] REAL-TIME MODELING OF POWER NETWORKS
    BOSE, A
    CLEMENTS, KA
    [J]. PROCEEDINGS OF THE IEEE, 1987, 75 (12) : 1607 - 1622
  • [8] Robust WLS estimator using reweighting techniques for electric energy systems
    Caro, Eduardo
    Minguez, Roberto
    Conejo, Antonio J.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2013, 104 : 9 - 17
  • [9] Inclusion of PMU current phasor measurements in a power system state estimator
    Chakrabarti, S.
    Kyriakides, E.
    Ledwich, G.
    Ghosh, A.
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2010, 4 (10) : 1104 - 1115
  • [10] Robustness analysis and control system design for a hydraulic servo system
    Cheng, Yi
    De Moor, Bart L.R.
    [J]. IEEE Transactions on Control Systems Technology, 1994, 2 (03) : 183 - 197