Optimal PMU Placement to Enhance Observability in Transmission Networks Using ILP and Degree of Centrality

被引:2
|
作者
Ahmed, Muhammad Musadiq [1 ]
Amjad, Muhammad [2 ]
Qureshi, Muhammad Ali [3 ]
Khan, Muhammad Omer [4 ]
Haider, Zunaib Maqsood [1 ]
机构
[1] Islamia Univ Bahawalpur, Dept Elect Engn, Bahawalpur 63100, Punjab, Pakistan
[2] Islamia Univ Bahawalpur, Dept Elect Engn, Bahawalpur 63100, Punjab, Pakistan
[3] Islamia Univ Bahawalpur, Dept Informat & Commun Engn, Bahawalpur 63100, Punjab, Pakistan
[4] Riphah Int Univ, Dept Elect Engn & Technol, Faisalabad 37000, Punjab, Pakistan
关键词
phasor measurement unit (PMU); optimal PMU placement (OPP); integer linear programming (ILP); bus observability index (BOI); sum of redundancy index (SORI); PHASOR MEASUREMENT UNITS; SYSTEM OBSERVABILITY; ALGORITHM; OPTIMIZATION; LOCATION;
D O I
10.3390/en17092140
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The optimal PMU placement problem is placing the minimum number of PMUs in the network to ensure complete network observability. It is an NP-complete optimization problem. PMU placement based on cost and critical nodes is solved separately in the literature. This paper proposes a novel approach, a degree of centrality in the objective function, to combine the effect of both strategies to place PMUs in the power network optimally. The contingency analysis and the effect of zero-injection buses are solved to ensure the reliability of network monitoring and attain a minimum number of PMUs. Integer linear programming is used on the IEEE 7-bus, IEEE 14-bus, IEEE 30-bus, New England 39-bus, IEEE 57-bus, and IEEE 118-bus systems to solve this problem. The results are evaluated based on two performance measures: the bus observability index (BOI) and the sum of redundancy index (SORI). On comparison, it is found that the proposed methodology has significantly improved results, i.e., a reduced number of PMUs and increased network overall observability (SORI). This methodology is more practical for implementation as it focuses on critical nodes. Along with improvement in the results, the limitations of existing indices are also discussed for future work.
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页数:20
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