Heuristic Algorithm for Electrical Distribution Systems Reconfiguration Based on Firefly Movement Equation

被引:0
|
作者
Silva, L. I. [1 ]
Belati, E. A. [1 ]
Silva Junior, I. C. [2 ]
机构
[1] Fed Univ ABC UFABC, Modeling & Appl Social Sci, Abolicao St S-N, BR-09210180 Santo Andre, SP, Brazil
[2] Fed Univ Juiz de Fora UFJF, Elect Energy Dept, Jose Lourenco Kelmer St S-N, BR-36036900 Juiz De Fora, MG, Brazil
关键词
electrical power systems; optimization; reconfiguration; firefly movement equation; DISTRIBUTION NETWORKS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A heuristic computational method based on the firefly movement equation is presented aiming at optimizing the electrical power distribution to the customers and minimizing the waste of ohmic losses due to Joule effect. The proposed algorithm simulates the fireflies movement towards preys or partners to match and, through a discretization, the insects positions in the space correspond to the positions of the switches in the electrical system. Using the suggested heuristic we can reduce the problem of exponential increase of the possible switches combinations to reconfigurate the electrical system. Four systems were used in the tests: sixteen bus and sixteen switches, sixteen bus and twenty-one switches, thirty-three bus and thirty-seven switches and seventy bus and seventy-four switches. The algorithm is able to detect and exclude net typologies that transgress operational restrictions such as the system radiality and the voltage profile maintenance.
引用
收藏
页码:752 / 758
页数:7
相关论文
共 50 条
  • [1] A new heuristic reconfiguration algorithm for large distribution systems
    Gomes, FV
    Carneiro, S
    Pereira, JLR
    Vinagre, MP
    Garcia, PAN
    Araujo, LR
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (03) : 1373 - 1378
  • [2] Optimal reconfiguration of balanced and unbalanced distribution systems using firefly algorithm
    Battula, Amrutha Raju
    Vuddanti, Sandeep
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2022, 23 (03) : 317 - 328
  • [3] Study of Network Reconfiguration in Distribution Systems Using an Adaptive Modified Firefly Algorithm
    Sedaghati, Reza
    Hakimzadeh, Mojtaba
    Fotoohabadi, Hadi
    Rajabi, Alireza
    AUTOMATIKA, 2016, 57 (01) : 27 - 36
  • [4] Power quality and reliability enhancement in distribution systems via optimum network reconfiguration by using quantum firefly algorithm
    Shareef, H.
    Ibrahim, A. A.
    Salman, N.
    Mohamed, A.
    Ai, W. Ling
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 58 : 160 - 169
  • [5] Fuzzy based reconfiguration algorithm for voltage stability enhancement of distribution systems
    Arun, M.
    Aravindhababu, P.
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (10) : 6974 - 6978
  • [6] A Hopfield Neural Network based Reconfiguration Algorithm for Power Distribution Systems
    Patel, Viresh S.
    Chakrabarti, S.
    Singh, S. N.
    2017 IEEE REGION 10 INTERNATIONAL SYMPOSIUM ON TECHNOLOGIES FOR SMART CITIES (IEEE TENSYMP 2017), 2017,
  • [7] A Modified Branch-Exchange Heuristic Algorithm for Large-Scale Distribution Networks Reconfiguration
    Gupta, Nikhil
    Swarnkar, Anil
    Niazi, K. R.
    2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2012,
  • [8] Reconfiguration of distribution systems by a modified genetic algorithm
    Guimares, Marcos A. N.
    Castro, Carlos A.
    Romero, Ruben
    2007 IEEE LAUSANNE POWERTECH, VOLS 1-5, 2007, : 401 - +
  • [9] Optimal Reconfiguration of Electrical Distribution System Using Heuristic Methods with Geopositioning Constraints
    Quintana, Edy
    Inga, Esteban
    ENERGIES, 2022, 15 (15)
  • [10] Optimal Distribution Systems Reconfiguration for Short Circuit Level Reduction using PSO Algorithm
    Parizad, Ali
    Baghaee, H. R.
    Yazdani, Amirnaser
    Gharehpetian, G. B.
    2018 IEEE POWER AND ENERGY CONFERENCE AT ILLINOIS (PECI), 2018,