• DocumentCode
    88009
  • Title

    Two-Stage Robust Generation Expansion Planning: A Mixed Integer Linear Programming Model

  • Author

    Dehghan, Siamak ; Amjady, Nima ; Kazemi, A.

  • Author_Institution
    Dept. of Electr. Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
  • Volume
    29
  • Issue
    2
  • fYear
    2014
  • fDate
    Mar-14
  • Firstpage
    584
  • Lastpage
    597
  • Abstract
    This paper presents a new uncertainty handling framework for optimal generation expansion planning (GEP) amalgamating the notions of single-stage and two-stage robust optimization (RO). The proposed multiyear robust GEP methodology, as a tractable mixed integer linear programming optimization problem, copes with the inherent planning uncertainties associated with forecasted electricity load demand, as well as estimated investment and operation costs through distribution-free bounded intervals producing polyhedral uncertainty sets. The optimal generation expansion plan obtained from the proposed RO approach is immunized against worst-case planning uncertainties considering the adopted degree of conservatism for each uncertainty set. Therefore, the proposed methodology is capable of controlling the robustness of the optimal investment schedule regarding the enforced planning uncertainties. Simulation results demonstrate the efficacy and efficiency of the proposed RO framework throughout GEP studies.
  • Keywords
    costing; integer programming; investment; linear programming; load forecasting; power generation economics; power generation planning; power generation scheduling; RO approach; degree of conservatism; distribution free bounded interval; electricity load demand forecasting; generation expansion planning; investment estimation; mixed integer linear programming model; multiyear robust GEP methodology; operation cost estimation; optimal investment scheduling; polyhedral uncertainty sets; robust optimization; worst case planning uncertainty handling; Electricity; Investment; Optimization; Planning; Robustness; Uncertainty; Vectors; Generation expansion planning (GEP); investment cost; load forecast; operation cost; robust optimization (RO); uncertainty set;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2013.2287457
  • Filename
    6658893