• DocumentCode
    531903
  • Title

    Application of improved PSO algorithm to hydropower station optimal operation

  • Author

    Guo, Wenxian ; Wang, Hongxiang

  • Author_Institution
    North China Univ. of Water Resources & Electr. Power, Zhengzhou, China
  • Volume
    1
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    The long term optimal operation of hydropower stations involves non-linear optimization with high dimensionality. An improved particle swarm optimization is presented in this article to solve the problem. The capacity of solving nonlinear problems is enhanced effectively through adjusting inertia factor dynamically in the algorithm of particle swarm optimization. In order to test the performance of the algorithm, it is applied to solve the long term optimal operation of hydropower station. The results showed that this algorithm is feasible for the problems of complex non-linear systems with rapid speed of convergence and superior precision.
  • Keywords
    hydroelectric power stations; particle swarm optimisation; complex nonlinear systems; hydropower station optimal operation; inertia factor; long term optimal operation; nonlinear optimization; particle swarm optimization; Annealing; Optimization; Particle swarm optimization; hydropower station; optimal operation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Shanxi, Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5619111
  • Filename
    5619111