Title :
Application of gravitational search algorithm for optimal reactive power dispatch problem
Author :
Duman, Serhat ; Sonmez, Yusuf ; Guvenc, Ugur ; Yorukeren, Nuran
Author_Institution :
Dept. of Electr. Educ., Duzce Univ., Duzce, Turkey
Abstract :
In this paper, Gravitational Search Algorithm (GSA) is applied to solve the optimal reactive power dispatch (ORPD) problem. The ORPD problem is formulated as a nonlinear constrained single-objective optimization problem where the real power loss and the bus voltage deviations are to be minimized separately. In order to evaluate the proposed algorithm, it has been tested on IEEE 30 bus system consisting 6 generator and compared other algorithms reported those before in literature. Results show that GSA is more efficient than others for solution of single-objective ORPD problem.
Keywords :
power generation dispatch; reactive power; search problems; GSA; IEEE 30 bus system; ORPD problem; bus voltage deviations; generator; gravitational search algorithm; nonlinear constrained single-objective optimization problem; optimal reactive power dispatch problem; power loss; single-objective ORPD problem; Algorithm design and analysis; Generators; Load flow; Optimization; Power transmission lines; Reactive power; gravitational search algorithm; optimal reactive power dispatch; optimization; power systems;
Conference_Titel :
Innovations in Intelligent Systems and Applications (INISTA), 2011 International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
978-1-61284-919-5
DOI :
10.1109/INISTA.2011.5946133