• DocumentCode
    79049
  • Title

    Optimal Coordination of Directional Overcurrent Relays Using Biogeography-Based Optimization Algorithms

  • Author

    Albasri, Fadhel A. ; Alroomi, Ali R. ; Talaq, Jawad H.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Univ. of Bahrain, Sakhir, Bahrain
  • Volume
    30
  • Issue
    4
  • fYear
    2015
  • fDate
    Aug. 2015
  • Firstpage
    1810
  • Lastpage
    1820
  • Abstract
    Optimal coordination of directional overcurrent relays (DOCRs) is a highly constrained and nonlinear optimization problem. The operating time of each relay depends on two independent variables called plug setting and time multiplier setting. As the network becomes larger and more complex, the number of relays will increase and, thus, finding the optimal solution becomes very hard. In this paper, a new population-based evolutionary algorithm called biogeography-based optimization (BBO) is proposed and the performance of ten types of constraint-handling techniques is evaluated. In addition, a new hybrid BBO with linear programming (BBO-LP) is proposed to enhance the performance of the conventional BBO algorithm. The performance of the proposed BBO-based algorithms is evaluated by using five test systems. The results show the effectiveness and superiority of the proposed algorithms compared with the performance of the other optimization methods presented in the literature.
  • Keywords
    constraint handling; evolutionary computation; linear programming; overcurrent protection; relay protection; biogeography-based optimization algorithms; constraint-handling techniques; directional overcurrent relays; hybrid BBO; linear programming; optimal coordination; population-based evolutionary algorithm; Convergence; Evolutionary computation; Fault currents; Linear programming; Optimization; Relays; Silicon; Biogeography-based optimization (BBO); directional overcurrent relay; evolutionary algorithms; linear programming; optimal coordination; penalty functions;
  • fLanguage
    English
  • Journal_Title
    Power Delivery, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8977
  • Type

    jour

  • DOI
    10.1109/TPWRD.2015.2406114
  • Filename
    7047892