Title :
A regularized method for solving ill-conditioned hybrid state estimation problem
Author :
Mallik, S.K. ; Chakrabarti, Subit ; Singh, S.N.
Author_Institution :
Indian Inst. of Technol. Kanpur, Kanpur, India
Abstract :
Numerical ill-conditioning is a frequently encountered problem in power system state estimation. In this paper, a regularization based method for solving ill-conditioned state estimation problems is proposed. The methodology is based on Tikhonov regularization, and the regularization parameter is selected by using L-curve method. The proposed state estimator is able to handle the numerical problems associated with the presence of highly accurate synchronized measurements along with less accurate conventional asynchronous measurements. The proposed method is analyzed and tested for IEEE 14-bus test system.
Keywords :
phasor measurement; power system state estimation; synchronisation; IEEE 14-bus test system; L-curve method; Tikhonov regularization; asynchronous measurement; ill-conditioned hybrid state estimation problem; numerical ill-conditioning; power system state estimation; regularization parameter; synchronization measurement; Hybrid state estimation; Ill-conditioning; PMU measurements; Regularization;
Conference_Titel :
Power, Control and Embedded Systems (ICPCES), 2012 2nd International Conference on
Conference_Location :
Allahabad
Print_ISBN :
978-1-4673-1047-5
DOI :
10.1109/ICPCES.2012.6508141