Title of article :
Optimal reactive power flow solution in multiterminal AC-DC systems based on artificial bee colony algorithm
Author/Authors :
YALCIN, Faruk Sakarya University - Department of Mechatronics Engineering, Turkey , ARIFOGLU, Ugur Sakarya University - Department of Electrical-Electronics Engineering, Turkey
From page :
1159
To page :
1176
Abstract :
Active power loss optimization is one of the important goals in electrical power systems and it is provided by optimal reactive power flow (ORPF). In this study, a new approach for the solution of the ORPF in multiterminal AC-DC systems is proposed. This approach provides 3 main contributions. First, the convergence problem in the AC-DC power flow is solved. Second, the problem of getting stuck in local minima during the optimization process is overcome. Third, a better global optimum point is obtained for the ORPF. Active power loss optimization is implemented through the artificial bee colony (ABC) algorithm, which is a heuristic optimization method, by considering the system constraints. This study is the first to use the ABC algorithm for the solution of the ORPF in multiterminal AC-DC systems. The proposed approach is tested on the modified IEEE 14-bus AC-DC test system and the obtained results from this and other studies are given. Comparative results prove that this approach is more eficient and reliable in reaching a global optimum while satisfying all of the system constraints.
Keywords :
Optimal reactive power flow , AC , DC , artificial bee colony algorithm , genetic algorithm
Journal title :
Turkish Journal of Electrical Engineering and Computer Sciences
Journal title :
Turkish Journal of Electrical Engineering and Computer Sciences
Record number :
2532646
Link To Document :
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