Reactive power optimization with chaotic firefly algorithm and particle swarm optimization in a distribution subsystem network

Joint Authors

Yapici, Hamzah
Cetinkaya, Nurettin

Source

The Iraqi Journal of Electrical and Electronic Engineering

Issue

Vol. 12, Issue 1 (30 Jun. 2016), pp.71-78, 8 p.

Publisher

University of Basrah College of Engineering

Publication Date

2016-06-30

Country of Publication

Iraq

No. of Pages

8

Main Subjects

Mathematics
Electronic engineering

Topics

Abstract EN

In this paper the minimization of power losses in a real distribution network have been described by solving reactive power optimization problem.

The optimization has been performed and tested on Konya Eregli Distribution Network in Turkey, a section of Turkish electric distribution network managed by MEDA (Meram Electricity Distribution Corporation).

The network contains about 9 feeders, 1323 buses (including 0.4 kV, 15.8 kV and 31.5 kV buses) and 1311 transformers.

This paper prefers a new Chaotic Firefly Algorithm (CFA) and Particle Swarm Optimization (PSO) for the power loss minimization in a real distribution network.

The reactive power optimization problem is concluded with minimum active power losses by the optimal value of reactive power.

The formulation contains detailed constraints including voltage limits and capacitor boundary.

The simulation has been carried out with real data and results have been compared with Simulated Annealing (SA), standard Genetic Algorithm (SGA) and standard Firefly Algorithm (FA).

The proposed method has been found the better results than the other algorithms.

American Psychological Association (APA)

Yapici, Hamzah& Cetinkaya, Nurettin. 2016. Reactive power optimization with chaotic firefly algorithm and particle swarm optimization in a distribution subsystem network. The Iraqi Journal of Electrical and Electronic Engineering،Vol. 12, no. 1, pp.71-78.
https://search.emarefa.net/detail/BIM-691566

Modern Language Association (MLA)

Yapici, Hamzah& Cetinkaya, Nurettin. Reactive power optimization with chaotic firefly algorithm and particle swarm optimization in a distribution subsystem network. The Iraqi Journal of Electrical and Electronic Engineering Vol. 12, no. 1 (2016), pp.71-78.
https://search.emarefa.net/detail/BIM-691566

American Medical Association (AMA)

Yapici, Hamzah& Cetinkaya, Nurettin. Reactive power optimization with chaotic firefly algorithm and particle swarm optimization in a distribution subsystem network. The Iraqi Journal of Electrical and Electronic Engineering. 2016. Vol. 12, no. 1, pp.71-78.
https://search.emarefa.net/detail/BIM-691566

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 77-78

Record ID

BIM-691566