Optimal Geographical Placement of Phasor Measurement Units based on Clustering Techniques

被引:0
作者
Carrion, Diego [1 ]
Inga, Esteban [1 ]
Gonzalez, Jorge W. [2 ]
Hincapie, Roberto [3 ]
机构
[1] Univ Politecn Salesiana, Ingn Elect, Quito, Ecuador
[2] Univ Pontificia Bolivariana, Ingn Elect, Medellin, Colombia
[3] Univ Pontificia Bolivariana, Telecomunicac, Medellin, Colombia
来源
2016 51ST INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC) | 2016年
关键词
Clustering Techniques; Electrical Power Systems; K-Medoids; Optimization; PMU; Power Transmission Lines; Smart Grid; OPTIMAL PMU PLACEMENT; OBSERVABILITY;
D O I
暂无
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
In this paper, we propose an optimal deployment of phasor measurement units (PMUs), devices that allow the measurements of voltage and current parameters in electrical power systems (EPS). We assume a geo-referenced scenery and candidate places for the location of PMU's on each system node. We consider an optimization model to minimize the number of PMU's in the electrical system under a percentage of system observability. We use pseudo-optimal clustering techniques that allow us to contrast with the optimization model where the lowest number of PMUs are activated with the best system observability; therefore, through this research it is proposed an homogeneous group of EPS nodes, considering the minimum and maximum quantity of nodes that belong to the cluster-centroid; furthermore, we consider take the feasible and candidates system nodes, and the maximum link distance is proposed like a restriction, for the PMU placement on each system node, and it is determines which the observability percentage.
引用
收藏
页数:6
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