Optimal reactive power dispatch by means of particle swarm optimization

被引：9
|
作者：
Gutiérrez D. [1 ]
Villa W.M. [1 ]
López-Lezama J.M. [1 ]
机构：
[1] Departamento de Ingeniería Eléctrica, Facultad de Ingeniería, Universidad de Antioquia, Calle 67 No. 53-108, Medellín
来源：
López-Lezama, Jesús M. (jmaria.lopez@udea.edu.co) | 1600年 / Centro de Informacion Tecnologica卷 / 28期
关键词：
Optimal reactive power flow; Particle swarm optimization; Power systems;
D O I：
10.4067/S0718-07642017000500020
中图分类号：
学科分类号：
摘要：
In this paper the particle swarm optimization (PSO) along with some of its variants is explored to give solution to the optimal reactive power dispatch problem (ORPD). This problem consists of the optimal use of reactive power resources in a power system, usually with the aim of minimizing power loses and improving voltage profile. The ORPD is a non-lineal and non-convex problem that involves continues and discrete variables and features multiple sub-optimal solutions. Besides the PSO technique, the variants known as Turbulent PSO (TPSO) and Turbulent Crazy (PSO) were implemented. Several tests were performed on IEEE 57 and 118 bus test systems comparing results with other reported in the technical literature. It was found that the performance of PSO is considerably improved when the variants TPSO and TCPSO are applied.
引用
收藏
页码：215 / 224
页数：9
相关论文
共 50 条
  • [1] Particle Swarm Optimization Based Optimal Reactive Power Dispatch
    Pandya, Sundaram
    Roy, Ranjit
    2015 IEEE INTERNATIONAL CONFERENCE ON ELECTRICAL, COMPUTER AND COMMUNICATION TECHNOLOGIES, 2015,
  • [2] Particle swarm optimization based optimal reactive power dispatch
    Kumar, G. Sathes
    Jayabarathi, T.
    Ramesh, V.
    Journal of the Institution of Engineers (India): Electrical Engineering Division, 2007, 87 (MAR.): : 42 - 47
  • [3] An improved particle swarm optimization algorithm for optimal reactive power dispatch
    Zhao, B
    Guo, CX
    Cao, YJ
    2005 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS, 1-3, 2005, : 272 - 279
  • [4] A parallel particle swarm optimization algorithm for optimal reactive power dispatch
    Li, Ying
    Zhou, Hao
    Jiang, Quanyuan
    Liu, Zhaoyan
    Cao, Yijia
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 227 - 233
  • [5] Optimal Reactive Power Dispatch in Distribution Power Systems Based on Particle Swarm Optimization
    Sidea, Dorian O.
    Picioroaga, Irina I.
    Bulac, Constantin
    Tristiu, Ion
    Eremia, Mircea
    Boicea, Valentin A.
    2019 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENT (CIEM), 2019, : 505 - 509
  • [6] Optimal reactive power dispatch by particle swarm optimization with an aging leader and challengers
    Singh, Rudra Pratap
    Mukherjee, V.
    Ghoshal, S. P.
    APPLIED SOFT COMPUTING, 2015, 29 : 298 - 309
  • [7] Optimal Reactive Power Dispatch Based On Particle Swarm Optimization and LP Technique
    Rayudu, K.
    Yesuratnam, G.
    Ali, Mohammad
    Jayalaxmi, A.
    IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGICAL TRENDS IN COMPUTING, COMMUNICATIONS AND ELECTRICAL ENGINEERING (ICETT), 2016,
  • [8] Diversity Enhanced Particle Swarm Optimization based Optimal Reactive Power Dispatch
    Mini, V
    Kumar, Sunil T. K.
    PROCEEDINGS OF IEEE INTERNATIONAL CONFERENCE ON TECHNOLOGICAL ADVANCEMENTS IN POWER AND ENERGY, 2015, : 170 - 175
  • [9] Turbulent Crazy Particle swarm Optimization Technique for Optimal Reactive Power Dispatch
    Roy, P. K.
    Ghoshal, S. P.
    Thakur, S. S.
    2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009), 2009, : 1218 - +
  • [10] Optimal Reactive Power Dispatch using Particle Swarm Optimization in Deregulated Environment
    Patel, Nilesh K.
    Suthar, Bhavik N.
    2015 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, SIGNALS, COMMUNICATION AND OPTIMIZATION (EESCO), 2015,
12345