Title :
Bilinear Power System State Estimation
Author :
Gómez-Expósito, Antonio ; Gómez-Quiles, Catalina ; de la Villa Jaen, Antonio
Author_Institution :
Dept. of Electr. Eng., Univ. of Seville, Seville, Spain
Abstract :
This paper presents a three-stage state estimation methodology based on the sequential solution of two weighted least squares (WLS) linear problems with a nonlinear explicit transformation in between. This requires that appropriate sets of auxiliary variables be introduced so that the resulting measurement models become linear. Simulation results show that the proposed approach yields, in a non-iterative manner, virtually the same solution as that provided by the Gauss-Newton iterative scheme arising in the conventional WLS method.
Keywords :
Newton method; least squares approximations; power system state estimation; Gauss-Newton iterative scheme; WLS linear problem; auxiliary variables set; bilinear power system state estimation; linear measurement model; noniterative manner; nonlinear explicit transformation; three-stage state estimation methodology; weighted least square linear problem; Covariance matrix; Jacobian matrices; Power measurement; Redundancy; Sparse matrices; State estimation; Vectors; Factorized state estimation; linear weighted least squares (WLS); measurement prefiltering;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2011.2162256