Optimal PMU location in power systems using MICA

被引:18
作者
Taher, Seyed Abbas [1 ]
Mahmoodi, Hamed [1 ]
Aghaamouei, Hojjat [1 ]
机构
[1] Univ Kashan, Dept Elect Engn, Kashan 8731751167, Iran
关键词
Phasor measurement unit (PMU); Measurement redundancy; Modified imperialist competitive algorithm (MICA); Zero injection bus (ZIB); Observability; IMPERIALIST COMPETITIVE ALGORITHM; PHASOR MEASUREMENT PLACEMENT; STATE ESTIMATION; MEASUREMENT UNITS; OBSERVABILITY; OPTIMIZATION;
D O I
10.1016/j.aej.2015.12.002
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study presented a modified imperialist competitive algorithm (MICA) for optimal placement of phasor measurement units (PMUs) in normal and contingency conditions of power systems. The optimal PMU placement problem is used for full network observability with the minimum number of PMUs. For this purpose, PMUs are installed in strategic buses. Efficiency of the proposed method is shown by the simulation results of IEEE 14, 30, 57, and 118-bus test systems. Results of the numerical simulation on IEEE-test systems indicated that the proposed technique provided maximum redundancy measurement and minimum request of PMUs so that the whole system could be topologically observable by installing PMUs on the minimum system buses. To verify the proposed method, the results are compared with those of some recently reported methods. When MICA is used for solving optimal PMU placement (OPP), the number of PMUs would be usually equal to or less than those of the other existing methods. Results indicated that MICA is a very fast and accurate algorithm for OPP solution. (C) 2015 Faculty of Engineering, Alexandria University. Production and hosting by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons. org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:399 / 406
页数:8
相关论文
共 26 条
  • [1] Optimal PMU placement method for complete topological observability of power system under various contingencies
    Abiri, Ebrahim
    Rashidi, Farzan
    Niknam, Taher
    Salehi, Mohammad Reza
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 61 : 585 - 593
  • [2] Optimal meter placement for maintaining observability during single branch outages
    Abur, A
    Magnago, FH
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1999, 14 (04) : 1273 - 1278
  • [3] Optimal PMU placement for power system observability using binary particle swarm optimization and considering measurement redundancy
    Ahmadi, A.
    Alinejad-Beromi, Y.
    Moradi, M.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (06) : 7263 - 7269
  • [4] Optimal Placement of Phasor Measurement Units Using Immunity Genetic Algorithm
    Aminifar, Farrokh
    Lucas, Caro
    Khodaei, Amin
    Fotuhi-Firuzabad, Mahmud
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2009, 24 (03) : 1014 - 1020
  • [5] Atashpaz-Gargari E, 2007, IEEE C EVOL COMPUTAT, P4661, DOI 10.1109/cec.2007.4425083
  • [6] POWER-SYSTEM OBSERVABILITY WITH MINIMAL PHASOR MEASUREMENT PLACEMENT
    BALDWIN, TL
    MILI, L
    BOISEN, MB
    ADAPA, R
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1993, 8 (02) : 707 - 715
  • [7] Optimal placement of phasor measurement units for power system observability
    Chakrabarti, Saikat
    Kyriakides, Elias
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (03) : 1433 - 1440
  • [8] Placement of PMUs to enable bad data detection in state estimation
    Chen, Jian
    Abur, Ali
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (04) : 1608 - 1615
  • [9] Template matching using chaotic imperialist competitive algorithm
    Duan, Haibin
    Xu, Chunfang
    Liu, Senqi
    Shao, Shan
    [J]. PATTERN RECOGNITION LETTERS, 2010, 31 (13) : 1868 - 1875
  • [10] Optimal placement of PMUs to maintain network observability using a modified BPSO algorithm
    Hajian, Mahdi
    Ranjbar, Ali Mohammad
    Amraee, Turaj
    Mozafari, Babak
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2011, 33 (01) : 28 - 34