• DocumentCode
    2045696
  • Title

    Research on unit commitment considering wind power accommodation

  • Author

    Zhen-dong Wan ; Hao-zhong Cheng ; Liang-zhong Yao ; Bazargan, M.

  • Author_Institution
    Dept. of Electr. Eng., Shanghai Jiao Tong Univ., Shanghai, China
  • fYear
    2012
  • fDate
    22-26 July 2012
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    This paper proceeds with economic unit dispatch method and makes research on reasonable coping strategies of the wind power accommodation problem. 1 In order to accommodate more wind power in unit dispatch, while also takes into account the security and reliability standards of power system operation as well as the economic requirement, 3 optimization models of unit commitment are proposed from different aspects: discarded wind power, unit operational cost and system risk. A multi-objective optimization model is also proposed to integrate the 3 aspects. Quantum-behaved PSO algorithm and fuzzy multi-objective model are both used to solve these models. The above mentioned models and algorithms are applied to the calculation of a 10 units´ case, result analysis showed the modeling method of this paper pointed out a good way in unit commitment considering wind power accommodation.
  • Keywords
    costing; fuzzy set theory; particle swarm optimisation; power generation dispatch; power generation economics; power generation reliability; power generation scheduling; power system security; wind power plants; discarded wind power; economic requirement; economic unit dispatch method; fuzzy multiobjective model; multiobjective optimization model; power system operation reliability standard; power system operation security standard; quantum-behaved PSO algorithm; system risk; unit commitment; unit operational cost; wind power accommodation; Biological system modeling; Economics; Linear programming; Load modeling; Optimization; Wind forecasting; Wind power generation; QPSO; economic dispatch; fuzzy multi-objective model; unit commitment; wind power accommodation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power and Energy Society General Meeting, 2012 IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1944-9925
  • Print_ISBN
    978-1-4673-2727-5
  • Electronic_ISBN
    1944-9925
  • Type

    conf

  • DOI
    10.1109/PESGM.2012.6344814
  • Filename
    6344814