Optimized Measurement Allocation for Power Distribution Systems Using Mixed Integer SDP

被引:34
|
作者
Xygkis, Themistoklis C. [1 ]
Korres, George N. [1 ]
机构
[1] Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens 15780, Greece
关键词
Experimental design; optimal measurement placement; power distribution network; semidefinite programming; state estimation (SE); STATE ESTIMATION; ESTIMATOR; UNCERTAINTY; PLACEMENT; NETWORKS; IMPACT;
D O I
10.1109/TIM.2017.2731019
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 a method for placement of metering systems in distribution grids taking into account the aspects of observability and state estimation accuracy. The measurement placement problem is conceptualized as the optimized allocation of a prespecified number of measurements in order to minimize the error variances of the state estimates either for observable or nonobservable networks. The proposed approach exploits the M-optimal experimental design technique to formulate the problem as a mixed integer semidefinite programming model. We demonstrate the efficacy of the proposed approach in terms of optimality and convergence speed through simulations on a 95-bus distribution grid.
引用
收藏
页码:2967 / 2976
页数:10
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