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
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