Title :
Cooperative distributed state estimation: Local observability relaxed
Author :
Le Xie ; Dae-Hyun Choi ; Kar, Soummya
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas A&M Univ., College Station, TX, USA
Abstract :
This paper explores a fully distributed state estimation algorithm in multi-area interconnected power systems. By iteratively exchanging information with neighboring control areas, all the balancing authorities (control areas) can achieve an unbiased estimate of the entire interconnection´s states. Compared with existing literature on distributed or hierarchical state estimation, the novelty of the proposed approach lies in that: (1) no assumption is needed for all the areas to be locally observable; (2) communication structure can be different than the physical topology of the power network; and (3) no central coordinator is needed for the state estimation in each local control area to achieve provable convergence of the entire system´s states with the centralized estimation. The performance of the proposed algorithm is illustrated in the IEEE 14-bus system.
Keywords :
iterative methods; observability; power distribution control; power system interconnection; power system state estimation; IEEE 14-bus system; central coordinator; centralized estimation; communication structure; cooperative distributed state estimation algorithm; hierarchical state estimation; interconnection state; iteratively exchanging information; local control area; local observability; multiarea interconnected power system; physical topology; power network; state convergence; Area measurement; Convergence; Observability; Power systems; State estimation; Symmetric matrices;
Conference_Titel :
Power and Energy Society General Meeting, 2011 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4577-1000-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2011.6038974