• DocumentCode
    648443
  • Title

    A frequency-constrained stochastic economic dispatch model

  • Author

    Yen-Yu Lee ; Baldick, Ross

  • Author_Institution
    Alstom Grid, Redmond, WA, USA
  • fYear
    2013
  • fDate
    21-25 July 2013
  • Firstpage
    1
  • Lastpage
    1
  • Abstract
    Summary form only given: In this paper, we formulate the economic dispatch problem as a two-stage stochastic convex program for operational decision making under uncertainty. Post-contingency minimum frequency constraints are formulated as convex sets using a simplified model of frequency dynamics. The L-shaped method is used to decompose the large stochastic program into smaller sub-problems. Large-scale system examples are provided to demonstrate the computational efficiency of the proposed model formulation. Numerical results show the value of the proposed model and indicate that the proposed model is especially useful under a higher level of wind penetration.
  • Keywords
    convex programming; load dispatching; stochastic programming; L-shaped method; computational efficiency; convex sets; economic dispatch problem; frequency dynamics; operational decision making; post-contingency minimum frequency constraints; two-stage stochastic convex program; wind penetration; Computational modeling; Decision making; Economics; Large-scale systems; Numerical models; Stochastic processes; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power and Energy Society General Meeting (PES), 2013 IEEE
  • Conference_Location
    Vancouver, BC
  • ISSN
    1944-9925
  • Type

    conf

  • DOI
    10.1109/PESMG.2013.6673025
  • Filename
    6673025