Probabilistic PMU Placement in Electric Power Networks: An MILP-Based Multiobjective Model

被引:92
作者
Aghaei, Jamshid [1 ]
Baharvandi, Amir [1 ]
Rabiee, Abdorreza [2 ]
Akbari, Mohammad-Amin [1 ]
机构
[1] Shiraz Univ Technol, Dept Elect & Elect Engn, Shiraz 7155713957, Iran
[2] Shahrekord Univ, Fac Engn & Technol, Dept Elect Engn, Shahrekord 7155713957, Iran
关键词
Minimum distance to Utopia point (MDUP); mixed integer linear programming (MILP); multiobjective optimal PMU placement (MOPP); phasor measurement unit (PMU); PHASOR MEASUREMENT UNIT; RELIABILITY-ANALYSIS;
D O I
10.1109/TII.2015.2389613
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
This paper presents a multiobjective probabilistic model for the placement of phasor measurement units (PMUs) in electrical power networks. The proposed model simultaneously optimizes two objectives functions: 1) minimizes the number of PMUs; and 2) maximizes the expected value of system's redundancy (or minimizes the unobservability of the system). Incorporating the impact of zero-injection buses, an efficient formulation is used to evaluate the probability of unobservability of buses resulted from line outages and PMU loss. The extracted formulation is based on the mixed integer linear programming (MILP) framework, which is efficiently solvable by high-performance commercial solvers. This multiobjective optimization problem (MOP) is solved by augmented epsilon-constraint and weighting approach. Accordingly, two new indices are introduced to compare these two multiobjective methods. Finally, the ultimate solution among the Pareto front is recognized using a fuzzy decision-making process. The IEEE 57-bus test system is used to examine the effectiveness of the proposed frameworks.
引用
收藏
页码:332 / 341
页数:10
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