• DocumentCode
    3769959
  • Title

    Economic load dispatch considering valve-point effects using time varying constriction factor based particle swarm optimization

  • Author

    M. N. Alam;Kanhaiya Kumar;Akhilesh Mathur

  • Author_Institution
    Department of Electrical Engineering, Indian Institute of Technology, Roorkee (India)
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper proposes a new optimization algorithm suitable to solve economic load dispatch problem of power system considering valve-point loading effects. The new optimization algorithm is a time varying constriction factor based particle swarm optimization (VCF_PSO). In the proposed algorithm, the two acceleration coefficients of particle swarm optimization are varied in order to obtain a varying constriction as the iteration proceeds which lead to give a fast and efficient algorithm. To test the effectiveness and the robustness of the proposed algorithm, economic load dispatch problems with valve-point effects of two IEEE test systems of 3-unit and 13-unit has been solved and the results obtained have been compared with some other methods present in the literature.
  • Keywords
    "Particle swarm optimization","Algorithm design and analysis","Acceleration","Cost function","Sociology","Statistics"
  • Publisher
    ieee
  • Conference_Titel
    Electrical Computer and Electronics (UPCON), 2015 IEEE UP Section Conference on
  • Type

    conf

  • DOI
    10.1109/UPCON.2015.7456740
  • Filename
    7456740