• DocumentCode
    3304154
  • Title

    Applications of Hybrid Genetic Algorithm in Frequency Speed Control Pumping Station

  • Author

    Meng, Xing-Ping ; Wang, Hui ; Liu, Shu ; Zhang, Hong

  • Author_Institution
    Dept. of Electr. Eng., Changchun Inst. of Technol., Changchun
  • Volume
    4
  • fYear
    2008
  • fDate
    18-20 Oct. 2008
  • Firstpage
    337
  • Lastpage
    341
  • Abstract
    Circulating cooling water system of high speed wire factory was in trouble for pumps working in higher energy consumption and lower efficiency. The paper analyzed the characteristic of speed water pump. Mathematical model was established with the optimized goal of the lowest energy consumption and it simplified inequality constraint conditions. A new hybrid genetic algorithm to handle constrained problems was proposed. It simplified handling constraint condition and the premature convergence of genetic algorithm, which made handling constraint problem easier and improved the global search ability of the algorithm. Simulation results show that it is an effective algorithm to solving optimal problem of frequency speed control pumps in water circulating system.
  • Keywords
    cooling; genetic algorithms; metal product industries; pumps; velocity control; wires; circulating cooling water system; energy consumption; frequency speed control; high speed wire factory; hybrid genetic algorithm; pumping station; speed water pump; Constraint optimization; Cooling; Energy consumption; Frequency; Genetic algorithms; Mathematical model; Production facilities; Velocity control; Water; Wire; constraint handling; frequency speed control; genetic algorithm; water circulating system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2008. ICNC '08. Fourth International Conference on
  • Conference_Location
    Jinan
  • Print_ISBN
    978-0-7695-3304-9
  • Type

    conf

  • DOI
    10.1109/ICNC.2008.195
  • Filename
    4667301