• DocumentCode
    2106996
  • Title

    Application of Multi-objective Cultural Algorithm in Water Resources Optimization

  • Author

    Gu, Wei ; Wu, Yonggang

  • Author_Institution
    Coll. of Hydroelectricity & Digitalization Eng., HUST, Wuhan, China
  • fYear
    2010
  • fDate
    28-31 March 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    As the demands for water resources management is tending to be diversified, when optimizing reservoir scheduling, not only the requirements of power generation, flood control, but also water supply requirements of reservoir downstream areas should be considered. This problem is a large scale dynamic nonlinear constrained multi-objective optimization problem. It is difficult to solve using traditional optimization methods. This paper uses Multi-objective Cultural algorithm to solve the multiobjective water resources optimization problem. It considers the correlation of power generation between reservoirs, divides the reservoir downstream areas into several water supply sections, and takes the correlation and constraints between each section into consideration. Taking water supply and power generation as examples, it sets up a multi-objective model, and uses the cultural algorithm to solve the model, which achieves a good result.
  • Keywords
    electric power generation; optimisation; reservoirs; water supply; multiobjective cultural algorithm; power generation; reservoir downstream; reservoir scheduling; water resources optimization; water supply; Constraint optimization; Cultural differences; Energy management; Floods; Large-scale systems; Optimization methods; Power generation; Reservoirs; Resource management; Water resources;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power and Energy Engineering Conference (APPEEC), 2010 Asia-Pacific
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-4812-8
  • Electronic_ISBN
    978-1-4244-4813-5
  • Type

    conf

  • DOI
    10.1109/APPEEC.2010.5448982
  • Filename
    5448982