Title :
Sitting and sizing of DG in distribution network to improve of several parameters by PSO algorithm
Author :
Sedighi, Mohsen ; Igderi, Arazghlich ; Dankoob, Aliakbar ; Abedi, Seyed Mehdi
Author_Institution :
Sari Branch, Eng. Dept., Islamic Azad Univ., Sari, Iran
Abstract :
Distributed Generation (DG) generally means power generation in consumption locality. But sometimes, it told technologies that use renewable energies for power generation. This paper presents a method for optimal sitting and sizing of DG in distribution systems. In this paper, our aim would be optimal distributed generation allocation and sizing for several parameters, include: voltage profile improvement, loss reduction, and THD (Total Harmonic Distortion) reduction in distribution networks. Particle Swarm Optimization (PSO) is used as the solving tool, which referring determined aim, the problem is defined and the objective function is introduced. Considering the fitness values sensitivity in PSO algorithm process, it is needed to apply load flow and harmonic calculations for decision-making. Finally, the feasibility of the proposed method is demonstrated for typical distribution network, and it is compared with the GA method in terms of the solution quality and computation efficiency. The experimental results show that the proposed PSO method is indeed capable of obtaining higher quality solutions efficiently.
Keywords :
distribution networks; genetic algorithms; harmonic distortion; particle swarm optimisation; power consumption; GA method; PSO algorithm; consumption locality; decision-making; distribution network; distribution systems; fitness values sensitivity; harmonic calculations; load flow; loss reduction; objective function; optimal distributed generation allocation; optimal sitting; optimal sizing; particle swarm optimization; power generation; renewable energies; solving tool; total harmonic distortion reduction; voltage profile improvement; Lead; Distributed Generation(DG); Losses; PSO; THD; Voltage Profile; component;
Conference_Titel :
Mechanical and Electrical Technology (ICMET), 2010 2nd International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-8100-2
Electronic_ISBN :
978-1-4244-8102-6
DOI :
10.1109/ICMET.2010.5598418