Title :
A Power System State Estimation Technique in Consideration of Network Topology
Author :
Mori, Hiroyuki ; Saito, Satoshi
Author_Institution :
Meiji Univ., Kawasaki
Abstract :
In this paper, a new method is proposed for network topology identification in power systems. The proposed method is based on tabu search (TS) and state estimation with the L1-norm. The North American blackout occurred in August 2003 brings about a new aspect that topology identification plays a key role in security control. This paper introduces the Boolean algebra into state estimation to deal with topological state. That allows power system operators to carry out reliable state estimation in a sense that network topology is identified while estimate is evaluated. In this paper, the mathematical formulation may be expressed as a nonlinear mixed integer programming problem. To solve it, this paper makes use of TS and the L1-norm state estimator. TS is useful for solving a combinatorial optimization problem efficiently. The L1-norm estimator gives a reliable solution as a robust state estimation method. The proposed method is successfully applied to the IEEE 14-node and 57-node systems.
Keywords :
Boolean algebra; IEEE standards; integer programming; network topology; nonlinear programming; power system state estimation; search problems; state estimation; Boolean algebra; IEEE 14-node systems; IEEE 57-node systems; L1 norm state estimator; North American blackout; combinatorial optimization; nonlinear mixed integer programming problem; power system network topology identification; power system state estimation technique; security control; tabu search; Large-scale systems; Least squares approximation; Linear programming; Network topology; Optimization methods; Power system reliability; Power system security; Power systems; Robustness; State estimation;
Conference_Titel :
Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
1-4244-0099-6
Electronic_ISBN :
1-4244-0100-3
DOI :
10.1109/ICSMC.2006.384997