PARALLEL AND DISTRIBUTED STATE ESTIMATION

被引:143
作者
FALCAO, DM [1 ]
WU, FF [1 ]
MURPHY, L [1 ]
机构
[1] UNIV CALIF BERKELEY, DEPT EECS, BERKELEY, CA 94720 USA
关键词
D O I
10.1109/59.387909
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
The need in recent years for higher frequency in state estimation execution covering larger supervised networks has led to the investigation of faster and numerically more stable state estimation algorithms. However, technical developments in distributed Energy Management Systems, based on fast data communication networks, open up the possibility of parallel or distributed state estimation implementation. In this paper, this possibility is exploited to derive a solution methodology based on conventional state estimation algorithms and a coupling constraints optimization technique. Numerical experiments show suitable performance of the proposed method with regard to estimation accuracy, convergence robustness and computational efficiency. The results of these experiments also indicate the decoupled nature of the state estimation problem.
引用
收藏
页码:724 / 730
页数:7
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