Smart Meter Based Two-Layer Distribution System State Estimation in Unbalanced MV/LV Networks

被引:12
|
作者
Khan, Maman Ahmad [1 ]
Hayes, Barry [2 ]
机构
[1] Natl Univ Ireland Galway, Dept Elect & Elect Engn, Galway H91 TK33, Ireland
[2] Univ Coll Cork, Dept Elect & Elect Engn, Cork T12Y N60, Ireland
关键词
State estimation; Smart meters; Network topology; Topology; Monitoring; Europe; Observability; Distribution grid monitoring; distribution system state estimation (DSSE); low-voltage (LV) network; smart meters; topology reduction;
D O I
10.1109/TII.2021.3079267
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article presents a smart meter based two-layer state estimation technique, design to enable integrated monitoring of medium-voltage (MV) and low-voltage (LV) power distribution networks. The main contributions of this work include the development of a novel topology reduction technique for LV networks in order to carry out state estimation with a reduced number of smart meter based measurements, and a linear LV state estimation technique, which reduces convergence problems in LV networks. In addition, a detailed framework for integrated MV/LV network state estimation in realistic, unbalanced three-phase networks is proposed and demonstrated using the IEEE 13 bus and IEEE 906 LV networks. The results suggest that the proposed two-layer state estimation technique is robust and provides improved distribution system state estimation accuracy compared to traditional approaches.
引用
收藏
页码:688 / 697
页数:10
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