Probabilistic Multistage PMU Placement in Electric Power Systems

被引:93
作者
Aminifar, Farrokh [1 ]
Fotuhi-Firuzabad, Mahmud [1 ]
Shahidehpour, Mohammad [2 ]
Khodaei, Amin [2 ]
机构
[1] Sharif Univ Technol, Ctr Excellence Power Syst Control & Management, Dept Elect Engn, Tehran, Iran
[2] IIT, Dept Elect & Comp Engn, Chicago, IL 60616 USA
基金
美国国家科学基金会;
关键词
Mixed-integer programming (MIP); optimal placement of phasor measurement units; probabilistic observability;
D O I
10.1109/TPWRD.2010.2090907
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 an optimization model for the calculation of the minimum number of phasor measurement units (PMUs) in electrical power networks. The problem constraint is a predefined probability of observability associated with each bus. The mixed-integer programming is used for the proposed optimization and an efficient linearization technique is proposed to convert the nonlinear function representing the probability of observability into a set of linear expressions. The PMU placement is staged in a multi-year planning horizon due to financial and physical constraints. The average probability of observability is maximized at the intermediate planning stages, subject to a limited number of PMU placements, that would satisfy the horizon year schedule. In addition, network expansion scenarios associated with intermediate stages are taken into account. Numerical studies are conducted on a nine-bus system and the IEEE 57-bus system and the results are analyzed.
引用
收藏
页码:841 / 849
页数:9
相关论文
共 18 条
  • [1] Observability enhancement by optimal PMU placement considering random power system outages
    Aminifar F.
    Fotuhi-Firuzabad M.
    Shahidehpour M.
    Khodaei A.
    [J]. Energy Systems, 2011, 2 (01) : 45 - 65
  • [2] Reliability Modeling of PMUs Using Fuzzy Sets
    Aminifar, Farrokh
    Bagheri-Shouraki, Saeed
    Fotuhi-Firuzabad, Mahmud
    Shahidehpour, Mohammad
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (04) : 2384 - 2391
  • [3] Contingency-Constrained PMU Placement in Power Networks
    Aminifar, Farrokh
    Khodaei, Amin
    Fotuhi-Firuzabad, Mahmud
    Shahidehpour, Mohammad
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (01) : 516 - 523
  • [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] [Anonymous], 2005, PERF REQ 2
  • [6] [Anonymous], 1994, RELIABILITY EVALUATI
  • [7] Market-based transmission expansion planning
    Buygi, MO
    Balzer, G
    Shanechi, HM
    Shahidehpour, M
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2004, 19 (04) : 2060 - 2067
  • [8] Placement of Synchronized Measurements for Power System Observability
    Chakrabarti, Saikat
    Kyriakides, Elias
    Eliades, Demetrios G.
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2009, 24 (01) : 12 - 19
  • [9] CHUNHUA P, 2008, P WORLD C INT CONTR, P7036
  • [10] Optimal multistage scheduling of PMU placement: An ILP approach
    Dua, Devesh
    Dambhare, Sanjay
    Gajbhiye, Rajeev Kumar
    Soman, S. A.
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2008, 23 (04) : 1812 - 1820