Applying a New Parallelized Version of PSO Algorithm for Electrical Power Transmission

2nd International Conference on Materials Engineering and Nanotechnology

材料科学;物理学

Zemzami, M.^1,3 ; Makhloufi, A.^2 ; Elhami, N.^3 ; Elhami, A.^2 ; Itmi, M.^1 ; Hmina, N.^3

LITIS, Normandy University, National Institute of Applied Sciences, Rouen, France^1

LOFIMS, Normandy University, National Institute of Applied Sciences, Rouen, France^2

LGS, Ibn Tofail University, National School of Applied Sciences, Kenitra, Morocco^3

关键词: Constraint handling;    Electrical power;    Material configurations;    Material usage;    Parallelizations;    Parallelized version;    Performance and reliabilities;    Solution quality;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/205/1/012032/pdf
DOI  :  10.1088/1757-899X/205/1/012032

学科分类：材料科学（综合）

来源: IOP

【 摘 要 】

In this paper, the optimization of an electric power transmission material is presented giving specific consideration on material configuration and characteristics. The nature of electric power transmission networks makes it hard to manage. Thus, giving need for optimization. So the problem of optimization of electric power transmission as considered in this paper is improving the performance and reliability of the electricity pylon; the objective is to maximize resistance to load while reducing material usage and cost. For this purpose, we suggest a new version of PSO algorithm that allows the amelioration of its performance by introducing its parallelization associated to the concept of evolutionary neighborhoods. According to the experimental results, the proposed method is effective and outperforms basic PSO in terms of solution quality, accuracy, constraint handling, and time consuming.