Title :
Proper planning of multiple distributed generation sources using heuristic approach
Author :
AlRashidi, M.R. ; AlHajri, M.F.
Author_Institution :
Dept. of Electr. Eng., Coll. of Technol. Studies (PAAET), Kuwait
Abstract :
An enhanced particle swarm optimization algorithm (PSO) is presented in this paper to solve the optimal planning of multiple distributed generation sources (DG) in distribution networks. This problem can be divided into two sub-problems: The DG optimal size and location that would minimize the network real power losses. The proposed approach addresses the optimal size and location problems simultaneously by enhanced PSO algorithm that is capable of handling multiple DG planning in a single run. It treats the problem constraints differently by adopting a radial power flow algorithm to satisfy the equality constraints, i.e. power flows in distribution networks, while the inequality constraints are handled by making use of some of the PSO intrinsic features. To demonstrate its robustness and flexibility in accommodating different scenarios, the proposed algorithm was tested on the standard 69-bus power distribution system. Different test cases were considered to validate the proposed approach.
Keywords :
distributed power generation; heuristic programming; load flow; particle swarm optimisation; power distribution planning; PSO algorithm; distribution network; heuristic Approach; multiple distributed generation source; optimal planning; particle swarm optimization algorithm; power loss; radial power flow algorithm; standard 69-bus power distribution system; Distributed power generation; Load flow; Optimization; Particle swarm optimization; Planning; Reactive power; Distributed Generation; Particle Swarm Optimization; Power System Operation;
Conference_Titel :
Modeling, Simulation and Applied Optimization (ICMSAO), 2011 4th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4577-0003-3
DOI :
10.1109/ICMSAO.2011.5775570