• DocumentCode
    1758418
  • Title

    Uncertainty handling in power system expansion planning under a robust multi-objective framework

  • Author

    Alizadeh, Behrooz ; Jadid, S.

  • Author_Institution
    Electr. Eng. Dept., Iran Univ. of Sci. & Technol., Tehran, Iran
  • Volume
    8
  • Issue
    12
  • fYear
    2014
  • fDate
    12 2014
  • Firstpage
    2012
  • Lastpage
    2026
  • Abstract
    In this study, a substantial idea has been reviewed which is useful in the investigation of the planning uncertainties. The concept relies on the optimality of an expansion plan in different conditions rather than the condition it has been optimised for. The method is developed in a manner that can be used in all sub-systems (i.e. generation, transmission and distribution) expansion planning. However, in this study the idea has been assessed for generation expansion planning (GEP). Cost and reliability have been considered as two major objectives of the planning and robustness has been added as a supplementary objective. The method can deal with uncertainty in both coefficients of the objective functions and the constraints. Two GEP models, one static and the other dynamic, have been proposed to examine the performance of the method in the uncertainty handling. In addition, the efficiency of the Taguchi´s orthogonal array testing method has been compared with Monte Carlo simulation in the scenario generation. Two case studies have been provided to simplify the justification on the efficiency of the method.
  • Keywords
    Taguchi methods; power generation planning; power generation reliability; uncertainty handling; GEP models; Monte Carlo simulation; Taguchi orthogonal array testing method; generation expansion planning; objective functions; power system expansion planning; reliability; robust multiobjective framework; sub-system expansion planning; uncertainty handling;
  • fLanguage
    English
  • Journal_Title
    Generation, Transmission & Distribution, IET
  • Publisher
    iet
  • ISSN
    1751-8687
  • Type

    jour

  • DOI
    10.1049/iet-gtd.2013.0674
  • Filename
    6985784