Reactive power control using dynamic Particle Swarm Optimization for real power loss minimization

被引:101
|
作者
Badar, Altaf Q. H. [1 ]
Umre, B. S. [1 ]
Junghare, A. S. [1 ]
机构
[1] Visvesvarya Natl Inst Technol, Nagpur, Maharashtra, India
关键词
Particle Swarm Optimization; Reactive power control; Active power loss minimization; Dynamic weights;
D O I
10.1016/j.ijepes.2012.03.030
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents Particle Swarm Optimization Algorithm, with dynamic weights, applied to reduce the real power loss in a system. Particle Swarm Optimization with detailed study on weights for particle movements is used. Generator bus voltages, transformer tap positions and switch-able shunt capacitor banks are used as variables to control the reactive power flow. Particle Swarm Optimization has been applied to IEEE 6 bus system to present the case. The proposed dynamic weights show better, fast and consistent results with higher rate of convergence. (C) 2012 Elsevier Ltd. All rights reserved.
引用
下载
收藏
页码:133 / 136
页数:4
相关论文
共 50 条
  • [21] A Hybrid Optimization Method for Reactive Power and Voltage Control Considering Power Loss Minimization
    Liu, Chengxi
    Qin, Nan
    Bak, Claus Leth
    Xu, Yini
    2015 IEEE EINDHOVEN POWERTECH, 2015,
  • [22] Reactive Power and Voltage Control Based on Improved Particle Swarm Optimization in Power System
    Wu, Xiuhua
    Piao, Zailin
    Liu, Yongliang
    Luo, Haiyan
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 5291 - 5295
  • [23] Optimization of Reactive Power and Voltage Control in Power System Using Hybrid Artificial Neural Network and Particle Swarm Optimization
    Kanata, Sabhan
    Sianipar, Gibson H. M.
    Maulidevi, Nur Ulfa
    2018 2ND INTERNATIONAL CONFERENCE ON APPLIED ELECTROMAGNETIC TECHNOLOGY (AEMT), 2018, : 67 - 72
  • [24] Adaptive particle swarm for reactive power optimization in power systems
    Zhang, Wen
    Liu, Yutian
    Clerc, Maurice
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 2006, 14 (03): : 161 - 167
  • [25] Reconfiguration of Distribution Network For Power Loss Minimization & Reliability Improvement using Binary Particle Swarm Optimization
    Kumar, Nitish
    Mahajan, Vasundhara
    2018 IEEE 8TH POWER INDIA INTERNATIONAL CONFERENCE (PIICON), 2018,
  • [26] Voltage and reactive power control by particle swarm optimization considering control process
    Aoki, H
    Mizutani, Y
    ELECTRICAL ENGINEERING IN JAPAN, 2005, 151 (01) : 9 - 18
  • [27] Voltage reactive power control with multi objective particle swarm optimization
    Sugimoto, Kazuki
    Ishigame, Atsushi
    Yasuda, Keiichiro
    IEEJ Transactions on Power and Energy, 2009, 129 (10) : 1275 - 1276
  • [28] Reactive power optimization in power system based on Adaptive Particle Swarm Optimization
    Zhao, Wenqing
    Wang, Liwei
    Han, Feifei
    Wang, Dewen
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 1209 - 1212
  • [29] An Adaptive Particle Swarm Optimization Algorithm for Reactive Power Optimization in Power System
    Wu, Enqi
    Huang, Yue
    Li, Dan
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 3132 - 3137
  • [30] Adaptive particle swarm optimization algorithm for power system reactive power optimization
    Li, Dan
    Gao, Liqun
    Lu, Shun
    Ma, Jia
    Li, Yang
    2007 AMERICAN CONTROL CONFERENCE, VOLS 1-13, 2007, : 2242 - 2246