Title :
Penalty-Based Nonlinear Solver for Optimal Reactive Power Dispatch With Discrete Controls
Author :
Soler, Edilaine Martins ; Asada, Eduardo N. ; da Costa, Geraldo R. M.
Author_Institution :
Dept. de Mat., UNESP-Univ. Estadual Paulista, Bauru, Brazil
Abstract :
The optimal reactive dispatch problem is a nonlinear programming problem containing continuous and discrete control variables. Owing to the difficulty caused by discrete variables, this problem is usually solved assuming all variables as continuous variables, therefore the original discrete variables are rounded off to the closest discrete value. This approach may provide solutions far from optimal or even unfeasible solutions. This paper presents an efficient handling of discrete variables by penalty function so that the problem becomes continuous and differentiable. Simulations with the IEEE test systems were performed showing the efficiency of the proposed approach.
Keywords :
load dispatching; nonlinear programming; IEEE test system; continuous control variable; discrete control variable; nonlinear programming problem; optimal reactive power dispatch; penalty-based nonlinear solver; Interior-point method; nonlinear programming; optimal power flow;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2013.2252207