• DocumentCode
    2592133
  • Title

    Constrained Robust MultiObjective Optimization for Reactive Design in Distribution Systems

  • Author

    Augugliaro, A. ; Dusonchet, L. ; Favuzza, S. ; Ippolito, M.G. ; Sanseverino, E. Riva

  • Author_Institution
    Dipt. di Ingegneria Elettrica, Elettronica e delle Telecomunicazioni, Palermo Univ.
  • fYear
    2006
  • fDate
    11-15 June 2006
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper presents a new formulation including robustness of solution of constrained multiobjective design or reactive power compensation. The algorithm used for optimization is the NSGA-II (non dominated sorting genetic algorithm II) with a special crowded comparison operator for constraints handling. The need for including the issue of robustness of solutions derives from the simple observation that loads are uncertain in distribution systems and their estimation is often affected by errors. In design problems it is desirable to consider the loads with a certain range of variation. In this paper the NSGA-II algorithm is applied to efficiently solve the issue and the solutions attained considering stochastic loads are compared to those considering precise loads
  • Keywords
    compensation; distribution networks; genetic algorithms; reactive power; stochastic processes; NSGA-II; distribution systems; multiobjective design; nondominated sorting genetic algorithm II; optimization; reactive power compensation; stochastic loads; Capacitors; Constraint optimization; Design optimization; Power systems; Reactive power; Robustness; Sorting; Stochastic systems; Uncertainty; Voltage; Multiobjective optimization; Optimal reactive power design; distribution systems; robust optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Probabilistic Methods Applied to Power Systems, 2006. PMAPS 2006. International Conference on
  • Conference_Location
    Stockholm
  • Print_ISBN
    978-91-7178-585-5
  • Type

    conf

  • DOI
    10.1109/PMAPS.2006.360313
  • Filename
    4202325