Fully Distributed State Estimation for Wide-Area Monitoring Systems

被引:232
作者
Xie, Le [1 ]
Choi, Dae-Hyun [1 ]
Kar, Soummya [2 ]
Poor, H. Vincent [3 ]
机构
[1] Texas A&M Univ, Dept Elect & Comp Engn, College Stn, TX 77843 USA
[2] Carnegie Mellon Univ, Dept Elect & Comp Engn, Pittsburgh, PA 15213 USA
[3] Princeton Univ, Dept Elect Engn, Princeton, NJ 08540 USA
关键词
Distributed state estimation; power system communication; wide-area monitoring systems; TRANSITION; ALGORITHM; FUTURE;
D O I
10.1109/TSG.2012.2197764
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 fully distributed state estimation algorithm for wide-area monitoring in power systems. Through iterative information exchange with designated neighboring control areas, all the balancing authorities (control areas) can achieve an unbiased estimate of the entire power system's state. In comparison with existing hierarchical or distributed state estimation methods, the novelty of the proposed approach lies in that: 1) the assumption of local observability of all the control areas is no longer needed; 2) the communication topology can be different than the physical topology of the power interconnection; and 3) for DC state estimation, no coordinator is required for each local control area to achieve provable convergence of the entire power system's states to those of the centralized estimation. The performance of both DC and AC state estimation using the proposed algorithm is illustrated in the IEEE 14-bus and 118-bus systems.
引用
收藏
页码:1154 / 1169
页数:16
相关论文
共 32 条
[1]  
[Anonymous], IMPLEMENTATION ISSUE
[2]  
[Anonymous], 1999, CONVERGE PROBAB MEAS
[3]  
[Anonymous], 2003, ITERATIVE METHODS SP, DOI DOI 10.1137/1.9780898718003
[4]  
[Anonymous], 2013, Modern graph theory
[5]  
Bertsekas D. P., 1997, Parallel and Distributed Computation: Numerical Methods
[6]   Smart Transmission Grid Applications and Their Supporting Infrastructure [J].
Bose, Anjan .
IEEE TRANSACTIONS ON SMART GRID, 2010, 1 (01) :11-19
[7]  
Choi D.-H., 2011, P 2 IEEE INT C SMART
[8]  
Chung F., 1992, Spectral Graph Theory
[9]  
CUTSEM TV, 1981, IEEE T POWER APP SYS, V100, P3722
[10]  
CUTSEM TV, 1983, IEEE T POWER APP SYS, V102, P247