Reconfiguration of Radial Distribution Systems with Fuzzy Multi-objective Approach using Adaptive Particle Swarm Optimization

被引:0
|
作者
Swarnkar, Anil [1 ]
Gupta, Nikhil [1 ]
Niazi, K. R. [1 ]
机构
[1] Malaviya Natl Inst Technol, Dept Elect Engn, Jaipur, Rajasthan, India
关键词
Distribution network; fuzzy sets; multi-objective; particle swarm optimization; reconfiguration; NETWORK RECONFIGURATION; GENETIC ALGORITHM; LOSS REDUCTION;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper presents an efficient method for the multi-objective reconfiguration of radial distribution systems in fuzzy framework using adaptive particle swarm optimization. The initial population for particle swarm optimization is created using a heuristic approach and the particles are adapted with the help of graph theory to make feasible solutions. This avoids tedious mesh check and hence reduces the computational burden. The effectiveness of the proposed method is demonstrated on 83-bus test system. The simulation results show that the proposed method is efficient and promising for multi-objective reconfiguration of radial distribution systems.
引用
收藏
页数:8
相关论文
共 50 条
  • [11] Reconfiguration of Radial Distribution Systems with Fuzzy Multi-Objective Approach Using Modified Big Bang-Big Crunch Algorithm
    Mostafa Sedighizadeh
    Maryam Ghalambor
    Alireza Rezazadeh
    Arabian Journal for Science and Engineering, 2014, 39 : 6287 - 6296
  • [12] Multi-Objective Reactive Power Optimization Based On The Fuzzy Adaptive Particle Swarm Algorithm
    Wang Xiao-hua
    Zhang Yong-mei
    INTERNATIONAL WORKSHOP ON AUTOMOBILE, POWER AND ENERGY ENGINEERING, 2011, 16
  • [13] Multi-objective particle swarm optimization approach to portfolio optimization
    Mishra, Sudhansu Kumar
    Panda, Ganapati
    Meher, Sukadev
    2009 WORLD CONGRESS ON NATURE & BIOLOGICALLY INSPIRED COMPUTING (NABIC 2009), 2009, : 1611 - 1614
  • [14] Multi-Objective Particle Swarm Optimization Based on Fuzzy Optimality
    Shen, Yongpeng
    Ge, Gaorui
    IEEE ACCESS, 2019, 7 : 101513 - 101526
  • [15] An Enhanced Multi-Objective Particle Swarm Optimization in Water Distribution Systems Design
    Torkomany, Mohamed R.
    Hassan, Hassan Shokry
    Shoukry, Amin
    Abdelrazek, Ahmed M.
    Elkholy, Mohamed
    WATER, 2021, 13 (10)
  • [16] Network Reconfiguration of Distribution System Using Fuzzy Preferences Multi-Objective Approach
    Sun, Hongbin
    Ding, Yongsheng
    2010 2ND INTERNATIONAL ASIA CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS (CAR 2010), VOL 3, 2010, : 93 - 96
  • [17] Adaptive evolutionary multi-objective particle swarm optimization algorithm
    Chen, Min-You
    Zhang, Cong-Yu
    Luo, Ci-Yong
    Kongzhi yu Juece/Control and Decision, 2009, 24 (12): : 1851 - 1855
  • [18] Improving Generalization of Radial Basis Function Network with Adaptive Multi-Objective Particle Swarm Optimization
    Qasem, Sultan Noman
    Shamsuddin, Siti Mariyarn Hj
    2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 534 - +
  • [19] Adaptive Niche Multi-Objective Particle Swarm Optimization Algorithm
    Li, Yinghai
    Zhou, Jianzhong
    Qin, Hui
    Lu, Youlin
    Yang, Junjie
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 1, PROCEEDINGS, 2008, : 418 - 422
  • [20] Multi-objective adaptive chaotic particle swarm optimization algorithm
    Yang, Jing-Ming
    Ma, Ming-Ming
    Che, Hai-Jun
    Xu, De-Shu
    Guo, Qiu-Chen
    Kongzhi yu Juece/Control and Decision, 2015, 30 (12): : 2168 - 2174