Modified Particle Swarm Optimization Algorithm for Sizing Photovoltaic System

被引：16
|
作者：
Souza, J. S. [1 ]
Molina, Y. P. [1 ]
Araujo, C. S. [1 ]
Farias, W. P. [1 ]
Araujo, I. S. [1 ]
机构：
[1] Univ Fed Paraiba UFPB, Joao Pessoa, Paraiba, Brazil
来源：
IEEE LATIN AMERICA TRANSACTIONS | 2017年 / 15卷 / 02期
关键词：
Photovoltaic panels; modified particle swarm optimization; micro grid; sizing photovoltaic panels; DISTRIBUTED GENERATION;
D O I：
10.1109/TLA.2017.7854624
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a method of sizing photovoltaic panels using modified particle swarm optimization (MPSO) in order to reduce energy losses and improve voltage profile. The proposed method was applied to the IEEE 13-bus distribution network, and finally was validated using the real micro grid of the Federal University of Paraiba (UFPB). The results show that the proposed method has the ability to provide sizing of photovoltaic modules distributed in a micro grid, improving the voltage profile and reducing energy losses.
引用
收藏
页码：283 / 289
页数：7
相关论文
共 50 条
  • [31] A modified particle swarm optimization algorithm for adaptive filtering
    Krusienski, D. J.
    Jenkins, W. K.
    2006 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, PROCEEDINGS, 2006, : 137 - +
  • [32] A modified particle swarm optimization algorithm with dynamic adaptive
    Bo, Yang
    Ding-xue, Zhang
    Rui-quan, Liao
    2007 THIRD INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, VOL II, PROCEEDINGS, 2007, : 346 - 349
  • [33] A modified particle swarm optimization algorithm for location problem
    Osinuga, I. A.
    Bolarinwa, A. A.
    Kazakovtsev, L. A.
    INTERNATIONAL WORKSHOP ADVANCED TECHNOLOGIES IN MATERIAL SCIENCE, MECHANICAL AND AUTOMATION ENGINEERING - MIP: ENGINEERING - 2019, 2019, 537
  • [34] Optihybrid: a modified firebug swarm optimization algorithm for optimal sizing of hybrid renewable power system
    Abd El-Sattar, Hoda
    Kamel, Salah
    Hashim, Fatma A.
    Sabbeh, Sahar F.
    Neural Computing and Applications, 2024, 36 (34) : 21517 - 21543
  • [35] Optimized sizing of photovoltaic grid-connected electric vehicle charging system using particle swarm optimization
    Bhatti, Abdul Rauf
    Salam, Zainal
    Sultana, Beenish
    Rasheed, Nadia
    Awan, Ahmed Bilal
    Sultana, Umbrin
    Younas, Muhammad
    INTERNATIONAL JOURNAL OF ENERGY RESEARCH, 2019, 43 (01) : 500 - 522
  • [36] A Modified Particle Swarm Algorithm for the Multi-Objective Optimization of Wind/Photovoltaic/Diesel/Storage Microgrids
    Wu, Xueyang
    Shan, Yinghao
    Fan, Kexin
    SUSTAINABILITY, 2024, 16 (03)
  • [37] Modified Particle Swarm Optimization Method for MPPT in Photovoltaic Module Arrays
    Chang, Long-Yi
    Chung, Yi-Nung
    Chao, Kuei-Hsiang
    Kao, Jia-Jing
    2016 IEEE 14TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN), 2016, : 1256 - 1261
  • [38] A Modified Particle Swarm Optimization Algorithm for Reliability Redundancy Optimization Problem
    Liu, Yubao
    Qin, Guihe
    JOURNAL OF COMPUTERS, 2014, 9 (09) : 2124 - 2131
  • [39] Modified particle swarm optimization algorithm for engineering structural optimization problem
    Ren Yanzhi
    Liu Sanyang
    2017 13TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2017, : 504 - 507
  • [40] An Overall Distribution Particle Swarm Optimization MPPT Algorithm for Photovoltaic System Under Partial Shading
    Li, Hong
    Yang, Duo
    Su, Wenzhe
    Lu, Jinhu
    Yu, Xinghuo
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 66 (01) : 265 - 275
12345