• DocumentCode
    547566
  • Title

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

  • Author

    Hosseinnezhad, Vahid ; Hagh, Mehrdad Tarafdar ; Babaei, Ebrahim

  • Author_Institution
    Faculty of Electrical and Computer, Engineering, University of Tabriz, Tabriz, Iran
  • fYear
    2011
  • fDate
    17-19 May 2011
  • Firstpage
    1
  • Lastpage
    4
  • 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
    Economics; Generators; Mathematical model; Optimization; Particle swarm optimization; Power systems; Simulation; 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, Iran
  • Print_ISBN
    978-1-4577-0730-8
  • Electronic_ISBN
    978-964-463-428-4
  • Type

    conf

  • Filename
    5955454