Title :
Penalty-based nonlinear solver for optimal reactive power dispatch with discrete controls
Author :
Soler, Edilaine ; Asada, Eduardo ; da Costa, Geraldo
Author_Institution :
Dept. de Mat., Univ. Estadual Paulista, Paulista, 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 :
discrete systems; nonlinear programming; power generation dispatch; reactive power control; IEEE test systems; continuous control variables; discrete control variables; nonlinear programming problem; optimal reactive dispatch problem; penalty function; penalty-based nonlinear solver; Computers; Educational institutions; Programming; Reactive power;
Conference_Titel :
PES General Meeting | Conference & Exposition, 2014 IEEE
Conference_Location :
National Harbor, MD
DOI :
10.1109/PESGM.2014.6939327