Using Smart Meters in State Estimation of Distribution Networks

被引:0
作者
Alimardani, A. [1 ]
Zadkhast, S. [1 ]
Jatskevich, J. [1 ]
Vaahedi, E.
机构
[1] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V5Z 1M9, Canada
来源
2014 IEEE PES GENERAL MEETING - CONFERENCE & EXPOSITION | 2014年
关键词
Distribution network; non-synchronized sampling; smart grid; smart meters; state estimation;
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
The quality of state estimation (SE) in distribution networks has suffered from lack of adequate measurements. Recently, a number of electrical companies have started to install smart meters throughout their distribution networks, which creates an opportunity to achieve high quality SE in distribution networks. However, the signals provided by smart meters are not synchronized, and the time gap between two consecutive measurements of smart meters is considerable, which implies that a snapshot of the entire network is not available. To address this issue, this paper employs an idea that is based on the credibility of each measurement signal. In the proposed methodology, the variance of error of each measured signal is modified to compensate for the non-synchronicity of smart meters. The effectiveness of the proposed method is demonstrated using IEEE13-bus system. The results show that the introduced method is more reliable than traditional SE techniques and improves the accuracy.
引用
收藏
页数:5
相关论文
共 14 条
[1]  
[Anonymous], 2004, Power System State Estimation Theory and Implementation
[2]  
Atanackovic D., 2012, 2012 IEEE POW EN SOC, P1
[3]  
Barattini Mariana, 2009, Polis, V8, P17
[4]  
Bavarian S, 2012, INT CONF SMART GRID, P157, DOI 10.1109/SmartGridComm.2012.6485976
[5]   The evolution of distribution [J].
Fan, Jiyuan ;
Borlase, Stuart .
IEEE Power and Energy Magazine, 2009, 7 (02) :63-68
[6]   Load modeling for distribution circuit state estimation [J].
Ghosh, AK ;
Lubkeman, DL ;
Jones, RH .
IEEE TRANSACTIONS ON POWER DELIVERY, 1997, 12 (02) :999-1005
[7]   A Multilevel State Estimation Paradigm for Smart Grids [J].
Gomez-Exposito, Antonio ;
Abur, Ali ;
de la Villa Jaen, Antonio ;
Gomez-Quiles, Catalina .
PROCEEDINGS OF THE IEEE, 2011, 99 (06) :952-976
[8]   The Next Generation of Power Distribution Systems [J].
Heydt, G. T. .
IEEE TRANSACTIONS ON SMART GRID, 2010, 1 (03) :225-235
[9]   COMPARISON OF DIFFERENT METHODS FOR STATE ESTIMATION [J].
HOLTEN, L ;
GJELSVIK, A ;
AAM, S ;
WU, FF ;
LIU, WHE .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1988, 3 (04) :1798-1806
[10]  
Lo Y. L., 2013, IEEE T POWER DELIVER, P1