• DocumentCode
    3215597
  • Title

    Backward search approach to incorporate excess stream inflows in SDP based reservoir scheduling of hydropower plants

  • Author

    Jha, Deependra Kumar ; Yorino, Naoto ; Zoka, Yoshifumi ; Sasaki, Yutaka ; Hayashi, Yuki ; Iwata, Kazunoni ; Oe, Ryuji

  • Author_Institution
    Dept. of Artificial Complex Syst. Eng., Hiroshima Univ., Higashi-Hiroshima
  • fYear
    2009
  • fDate
    15-18 March 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper proposes a backward search approach to incorporate excess stream inflows, in stochastic dynamic programming (SDP) based reservoir scheduling, of hydropower plants. The aim is to reduce the amount of spill during operation of the reservoir. Energy maximization type stochastic dynamic programming (SDP) model, with inflow process assumption considered as independent, is developed for a hydropower plant located in Japan. Reservoir operating policy consists of target storage levels at the end of a period, for each combination of beginning of the period storage levels and possible average inflow states during the period. The backward search approach has been incorporated in the SDP model, during the simulation, in order to identify the annual reservoir operation curve, with reduced spill. The storage guide curves identified with incorporation of backward search approach are compared with that from the normal SDP model. It has been found that the proposed approach serves better from the view point of spill reduction.
  • Keywords
    dynamic programming; hydroelectric power stations; scheduling; backward search approach; hydropower plants; reservoir scheduling; stochastic dynamic programming; Costs; Dynamic programming; Dynamic scheduling; Guidelines; Hydroelectric power generation; Power generation; Probability distribution; Reservoirs; Stochastic processes; Uncertainty; Backward search; Markov chain; Reservoir operation policy; Stochastic Dynamic Programming; Storage guide curves;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Systems Conference and Exposition, 2009. PSCE '09. IEEE/PES
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    978-1-4244-3810-5
  • Electronic_ISBN
    978-1-4244-3811-2
  • Type

    conf

  • DOI
    10.1109/PSCE.2009.4840036
  • Filename
    4840036