Jamian, J. J. and Mustafa, M. W. and Mokhlis, H. and Abdullah, M. N. (2012) Comparative study on distributed generator sizing using three types of particle swarm optimization. In: 2012 Third International Conference on Intelligent Systems Modelling and Simulation, 8-10 Feb. 2012.
|
Text
P11002_bd1bafcdcb9b4170570fa16611d2c450.pdf Download (700kB) | Preview |
Abstract
Total power losses in a distribution network can be minimized by installing Distributed Generator (DG) with correct size. In line with this objective, most of the researchers have used multiple types of optimization technique to regulate the DG’s output to compute its optimal size. In this paper, a comparative studies of a new proposed Rank Evolutionary Particle Swarm Optimization (REPSO) method with Evolutionary Particle Swarm Optimization (EPSO) and Traditional Particle Swarm Optimization (PSO) is conducted. Both REPSO and EPSO are using the concept of Evolutionary Programming (EP) in Particle Swarm Optimization (PSO) process. The implementation of EP in PSO allows the entire particles to move toward the optimal value faster. A test on determining optimum size of DGs in 69 bus radial distribution system reveals the superiority of REPSO over PSO and EPSO.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Uncontrolled Keywords: | Distributed generation sizing; distribution network; optimal sizing; power losses reduction. |
| Subjects: | T Technology > T Technology (General) |
| Depositing User: | Mr. Abdul Rahim Mat Radzuan |
| Date Deposited: | 06 Dec 2022 02:54 |
| Last Modified: | 06 Dec 2022 02:54 |
| URI: | http://eprints.uthm.edu.my/id/eprint/8063 |
Actions (login required)
 |
View Item |