Biogeography based optimization for optimal meter placement for security constrained state estimation

被引：21
作者：
Jamuna, K. [1 ]
Swarup, K. S. [1 ]
机构：
[1] Indian Inst Technol, Madras 600036, Tamil Nadu, India
来源：
SWARM AND EVOLUTIONARY COMPUTATION | 2011年 / 1卷 / 02期
关键词：
Biogeography based optimization; Meter placement; Network observability; State estimation; OBSERVABILITY ANALYSIS; GENETIC ALGORITHM;
D O I：
10.1016/j.swevo.2011.05.002
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper presents a biogeography based optimization algorithm to design an optimal meter placement scheme which makes the power system network observable. The procedure consists of initially determining the optimal meter set under normal conditions, followed by the optimal reliable meter locations that are obtained under two types of contingencies termed as single meter failure or loss and single branch outages. This is achieved by modifying the derived scheme from the normal condition using penalty functions. The effectiveness of the meter placement algorithm is demonstrated for IEEE standard systems. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码：89 / 96
页数：8
相关论文
共 24 条
  • [1] Antonio A., 2001, 2010 IEEE PORT POW T, V3
  • [2] ARIATTI F, 1975, P PSCC C
  • [3] A METER PLACEMENT METHOD FOR STATE ESTIMATION
    BARAN, ME
    ZHU, JX
    ZHU, HB
    GARREN, KE
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1995, 10 (03) : 1704 - 1710
  • [4] Bhattacharya A., 2010, 2009 Annual IEEE India Conference, P1
  • [5] Clements K., 2010, POWER ENG REV IEEE, P22
  • [6] CLEMENTS KA, 1983, IEEE T POWER AP SYST, V102, P2012, DOI 10.1109/TPAS.1983.318187
  • [7] Optimal meter placement using genetic algorithm to maintain network observability
    El-Zonkoly, A
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2006, 31 (01) : 193 - 198
  • [8] A direct numerical method for observability analysis
    Gou, B
    Abur, A
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2000, 15 (02) : 625 - 630
  • [9] An improved measurement placement algorithm for network observability
    Gou, B
    Abur, A
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (04) : 819 - 824
  • [10] Optimal measurement placement for security constrained state estimation using hybrid genetic algorithm and simulated annealing
    Kerdchuen, T.
    Ongsakul, W.
    [J]. EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 2009, 19 (02): : 173 - 185
123