Optimal Meter Placement for Distribution Network State Estimation: A Circuit Representation Based MILP Approach

被引:35
作者
Chen, Xiaoshuang [1 ]
Lin, Jin [1 ]
Wan, Can [1 ]
Song, Yonghua [1 ]
You, Shi [2 ]
Zong, Yi [2 ]
Guo, Wanfang [1 ]
Li, Yuanxi [3 ]
机构
[1] Tsinghua Univ, State Key Lab Control & Simulat Power Syst & Gene, Dept Elect Engn, Beijing 100084, Peoples R China
[2] Tech Univ Denmark, Dept Elect Engn, DK-2800 Lyngby, Denmark
[3] Changping Power Supply Co State Grid Beijing, Beijing 102200, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Circuit representation model; distribution networks; MILP; optimal meter placement; state estimation error; POWER-SYSTEM; SMART GRIDS; MODEL;
D O I
10.1109/TPWRS.2015.2513429
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
State estimation (SE) in distribution networks is not as accurate as that in transmission networks. Traditionally, distribution networks (DNs) are lack of direct measurements due to the limitations of investments and the difficulties of maintenance. Therefore, it is critical to improve the accuracy of SE in distribution networks by placing additional physical meters. For state-of-the-art SE models, it is difficult to clearly quantify measurements' influences on SE errors, so the problems of optimal meter placement for reducing SE errors are mostly solved by heuristic or suboptimal algorithms. Under this background, this paper proposes a circuit representation model to represent SE errors. Based on the matrix formulation of the circuit representation model, the problem of optimal meter placement can be transformed to a mixed integer linear programming problem (MILP) via the disjunctive model. Comprehensive numerical studies show the effectiveness and efficiency of the proposed method.
引用
收藏
页码:4357 / 4370
页数:14
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