Distribution System State Estimation to Support Coordinated Voltage-Control Strategies by Using Smart Meters

被引:26
|
作者
Alzate, Efrain Bernal [1 ]
Bueno-Lopez, Maximiliano [2 ]
Xie, Jian [4 ]
Strunz, Kai [3 ]
机构
[1] Univ La Salle, Dept Automat Engn, Bogota 111711, Colombia
[2] Univ La Salle, Dept Elect Engn, Bogota 111711, Colombia
[3] Tech Univ Berlin, Sch Elect Engn & Comp Sci, D-10623 Berlin, Germany
[4] Univ Ulm, Inst Energy Convers & Storage, D-89081 Ulm, Germany
关键词
Photovoltaic systems; smart grid; smart home; smart meter; state estimation; PLACEMENT; ALGORITHM;
D O I
10.1109/TPWRS.2019.2902184
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
In this paper, a novel distribution system state estimation method based on the information provided by smart meters to support coordinated voltage control strategies in real time is presented. Because the measurement redundancy in a distribution system is very low compared with the transmission system, the proposed method is able to mitigate the effects of temporal communication link failures, thanks to the combination of the Weighted Least Square method and the Levenberg-Marquardt algorithm with a new power flow formulation using the available information from the smart meters. The test to validate the method and show its robustness was made for three representative different systems: the IEEE 30-bus and 57-bus systems, and a 30 smart home LV distribution system. To illustrate the applicability of the proposed method, a real-time digital simulator for smart distribution power grids with a coordinated voltage control system is used. The results show that the proposed method is in effective estimating the missing values in the case of communication problems between smart meters and the coordinated control system allowing the use of central voltage control strategies in real time.
引用
收藏
页码:5198 / 5207
页数:10
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