• DocumentCode
    1506440
  • Title

    Risk-Constrained Coordination of Cascaded Hydro Units With Variable Wind Power Generation

  • Author

    Abreu, Lisias V L ; Khodayar, Mohammad E. ; Shahidehpour, Mohammad ; Wu, Lei

  • Author_Institution
    Electr. & Comput. Eng. Dept., Illinois Inst. of Technol., Chicago, IL, USA
  • Volume
    3
  • Issue
    3
  • fYear
    2012
  • fDate
    7/1/2012 12:00:00 AM
  • Firstpage
    359
  • Lastpage
    368
  • Abstract
    This paper presents a stochastic hourly coordination strategy for wind units and cascaded hydro generation as storage to firm up the hourly dispatch in a generating company (GENCO). The proposed strategy is based on the stochastic price-based unit commitment (Stochastic PBUC) formulation which includes wind energy imbalance charges. The forecast errors of electricity market price and wind speed are simulated with the Monte Carlo method via a scenario approach. The risk-aversion constraints are considered for limiting a GENCO´s financial risks when considering uncertain wind power generation. The proposed optimization model is solved by mixed-integer linear programming (MIP) and illustrative examples examine the effectiveness of the proposed risk-based coordination model for optimizing a GENCO´s payoff.
  • Keywords
    Monte Carlo methods; hydroelectric power stations; integer programming; linear programming; power generation dispatch; power generation economics; power generation scheduling; power markets; risk management; stochastic programming; wind power plants; GENCO financial risks; GENCO generating company; MIP; Monte Carlo method; cascaded hydro generation unit; electricity market price; forecast errors; mixed-integer linear programming; optimization model; risk-aversion constraints; risk-constrained coordination model; stochastic PBUC formulation; stochastic hourly coordination strategy; stochastic price-based unit commitment; variable wind power generation; wind energy imbalance charges; wind speed; wind units; Reservoirs; Stochastic processes; Wind energy; Wind forecasting; Wind power generation; Wind speed; Cascaded hydro and wind coordination; risk-aversion; stochastic price-based unit commitment;
  • fLanguage
    English
  • Journal_Title
    Sustainable Energy, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1949-3029
  • Type

    jour

  • DOI
    10.1109/TSTE.2012.2186322
  • Filename
    6193202