Technical gazette, Vol. 23 No. 2, 2016.
Original scientific paper
https://doi.org/10.17559/TV-20140914153400
Active power loss minimization in electric power systems through chaotic artificial bee colony algorithm
Leyla Kuru
; Düzce University Computer Engineering, Konuralp-Düzce-Turkey
Ali Ozturk
; Düzce University Electrical & Electronical Engineering, Konuralp-Düzce-Turkey
Ersen Kuru
; Düzce University Mechatronics Engineering, Konuralp-Düzce-Turkey
Serkan Cobanli
; Düzce-Turkey
Abstract
Reactive power optimization (RPO) is a major field of study to ensure power systems for operating in a secure and economical manner. RPO can be used for decreasing of active power losses, voltage control, and for the optimization of the power coefficients in power systems. The non-linear power loss function is used as an object function that will be minimized. In this study Chaotic Artificial Bee Colony (CABC) algorithm is used to minimize the active power loss of power systems. Chaotic maps such as logistic map and Henon map are used against the random number generator. CABC is applied on the IEEE6-bus and IEEE 30-bus test systems and the results are shown. Accordingly, the results have been evaluated and observed that the stability critical values found by CABC can be used to produce good potential solutions. Simulation results are promising and show the effectiveness of the applied approach.
Keywords
chaos; Chaotic Artificial Bee Colony; optimization; power systems
Hrčak ID:
156840
URI
Publication date:
27.4.2016.
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