Genetic Algorithm based Optimal Allocation of a Distributed Generator in a Radial Distribution Feeder

被引:0
|
作者
Prasanna, Maruthi H. A. [1 ]
Kumar, Likith M. V. [1 ]
Ananthapadmanabha, T. [1 ]
机构
[1] Natl Inst Engn, Dept EEE, Mysore, Karnataka, India
关键词
Distribution System; Distributed Generation; TENVD Index; PLR Index; Genetic Algorithm; BENEFITS;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper proposes a multi objective optimization method to determine optimal allocation of a distributed generation (DG) unit in a radial distribution feeder. The DG allocation problem has been formulated as multi objective function which includes two objectives: viz Power Loss Reduction and Tail End Node Voltage Improvement with associated weights. The proposed methodology uses Genetic Algorithm to optimize the multi objective function. This method is tested on standard IEEE 33 bus and 69 bus radial distribution systems using MATLAB 8.0. The results show that the proposed method yields considerable tail end node voltage improvement along with significant reduction in line losses.
引用
收藏
页码:184 / 190
页数:7
相关论文
共 50 条
  • [1] Krill herd algorithm for optimal location of distributed generator in radial distribution system
    Sultana, Sneha
    Roy, Provas Kumar
    [J]. APPLIED SOFT COMPUTING, 2016, 40 : 391 - 404
  • [2] Optimal allocation of tie points in radial distribution systems using a genetic algorithm
    Haghifam, MR
    [J]. EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 2004, 14 (02): : 85 - 96
  • [3] Oppositional krill herd algorithm for optimal location of distributed generator in radial distribution system
    Sultana, Sneha
    Roy, Provas Kumar
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 73 : 182 - 191
  • [4] A PRIORITY-ORDERED CONSTRAINED SEARCH TECHNIQUE FOR OPTIMAL DISTRIBUTED GENERATION ALLOCATION IN RADIAL DISTRIBUTION FEEDER SYSTEMS
    Abu-Mouti, F. S.
    El-Hawary, M. E.
    [J]. 2010 23RD CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2010,
  • [5] Cost minimization for radial distribution feeder using genetic algorithm
    Surana, S.L.
    Maheshwari, R.P.
    [J]. Journal of the Institution of Engineers (India): Electrical Engineering Division, 2002, 82 (MAR): : 297 - 303
  • [6] Optimal Allocation of Wind and Solar Based Distributed Generation in a Radial Distribution System
    Sambaiah, Kola Sampangi
    Jayabarathi, T.
    [J]. INTERNATIONAL JOURNAL OF RENEWABLE ENERGY RESEARCH, 2019, 9 (01): : 73 - 85
  • [7] Optimal Allocation of Multiple Distributed Generations in Radial Distribution Systems Using Levy Flight Distribution Algorithm
    Eid, Ahmad
    Kamel, Salah
    [J]. 2021 IEEE IFAC INTERNATIONAL CONFERENCE ON AUTOMATION/XXIV CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (IEEE IFAC ICA - ACCA2021), 2021,
  • [8] A novel transient search optimization for optimal allocation of multiple distributed generator in the radial electrical distribution network
    Bhadoriya, Jitendra Singh
    Gupta, Atma Ram
    [J]. INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2022, 23 (01) : 23 - 45
  • [9] Optimal allocation of intermittent distributed generator in active distribution network
    Zhang, Shenxi
    Li, Ke
    Cheng, Haozhong
    Zhang, Yi
    Yao, Liangzhong
    [J]. Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2015, 35 (11): : 45 - 51
  • [10] A novel stochastic fractal search algorithm for optimal allocation of distributed generators in radial distribution systems
    Tri Phuoc Nguyen
    Dieu Ngoc Vo
    [J]. APPLIED SOFT COMPUTING, 2018, 70 : 773 - 796