• DocumentCode
    547891
  • Title

    Quantum particle swarm optimization for economic dispatch problem with valve-point effect

  • Author

    Hosseinnezhad, V. ; Hagh, Mehrdad Tarafdar ; Babaei, Ebrahim

  • Author_Institution
    Fac. of Electr. & Comput. Eng., Univ. of Tabriz, Tabriz, Iran
  • fYear
    2011
  • fDate
    17-19 May 2011
  • Firstpage
    1
  • Lastpage
    1
  • Abstract
    In this paper, a new particle swarm optimization (PSO) called Quantum particle swarm optimization (QPSO) is used for solving economic load dispatch (ELD) problem with valve-point effect. The new method is based on quantum mechanics rather than the classic mechanics assumed in all previous versions of PSO and has fewer parameters and stronger search capability than the classical particle swarm optimization (CPSO), as well as is easy to implement. The algorithm optimization performance is simulated by systems possessing 13, and 40 generating units. The simulation results verify that the new method can effectively solve ELD problem and provide the solutions comparable to or better than those generated by recently reported optimization algorithms.
  • Keywords
    load dispatching; particle swarm optimisation; power generation economics; quantum theory; ELD problem; classical particle swarm optimization; economic load dispatch problem; quantum mechanics; quantum particle swarm optimization; search capability; valve-point effect; Economic load dispatch; particle swarm optimization; quantum particle swarm optimization; valve-point effect;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Engineering (ICEE), 2011 19th Iranian Conference on
  • Conference_Location
    Tehran
  • Print_ISBN
    978-1-4577-0730-8
  • Type

    conf

  • Filename
    5955781