Title :
Post-outage reactive power flow calculations by genetic algorithms: constrained optimization approach
Author :
A. Ozdemir; Jae Yun Lim;C. Singh
Author_Institution :
Dept. of Electr. Eng., Istanbul Tech. Univ., Turkey
Abstract :
This paper presents genetic algorithm-based post-outage voltage and reactive power calculations for transmission line and transformer outages. Deficiencies of the traditional sensitivity-based (linear) methods are overcome by formulation of a line outage as nonlinear constrained optimization problem for a bounded network. The proposed optimization problem is later solved for bounded network variables by genetic algorithms. The accuracy of the method is tested on IEEE 14-bus and IEEE 57-bus test systems. Simulation results are compared both with the results of a full power flow study and with the results of the papers presented in the literature. The results have shown that the proposed method improves the accuracy of post-outage voltage and reactive power values with less computational effort.
Keywords :
"Reactive power","Genetic algorithms","Constraint optimization","Voltage","Load flow","Power system modeling","System testing","Power transmission lines","Computational modeling","Load flow analysis"
Journal_Title :
IEEE Transactions on Power Systems
DOI :
10.1109/TPWRS.2005.851960