• DocumentCode
    3174346
  • Title

    Reactive power load tracing via blended crossover continuous ant colony optimization

  • Author

    Hamid, Z. ; Musirin, I. ; Othman, M.M. ; Rahim, M.N.A.

  • Author_Institution
    Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
  • fYear
    2011
  • fDate
    13-14 Dec. 2011
  • Firstpage
    393
  • Lastpage
    398
  • Abstract
    In deregulated power system, the only way to provide fair and non-discriminatory transmission service pricing is by applying electricity tracing methods. The weakness of conventional methods like transaction based allocation has resulted to inaccurate transmission cost allocation as the physical power system constraints are not taken into account; whereas the proportional sharing principle (PSP) based power tracing techniques are very dependent on matrix inversion when obtaining the results. Hence, this paper presents an effective and new formulation technique for load tracing via a new hybrid algorithm; Blended Crossover Continuous Ant Colony Optimization (BX-CACO). This method is new, flexible and easy to be implemented as no complex mathematical derivations are needed and it is definitely free from PSP and matrix inversion. Validation on IEEE 14-bus test system has proven that BX-CACO reflects a great capability in being a sophisticated tool for fair losses and reactive power allocation with fast computation time.
  • Keywords
    IEEE standards; electricity supply industry deregulation; load management; matrix inversion; optimisation; power system economics; pricing; reactive power; IEEE 14-bus test system; blended crossover continuous ant colony optimization; deregulated power system; electricity tracing methods; fair losses; matrix inversion; nondiscriminatory transmission service pricing; proportional sharing principle; reactive power allocation; reactive power load tracing; Ant colony optimization; Generators; Optimization; Power transmission lines; Reactive power; Resource management; BX-CACO; PSP; load tracing; matrix inversion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering (MySEC), 2011 5th Malaysian Conference in
  • Conference_Location
    Johor Bahru
  • Print_ISBN
    978-1-4577-1530-3
  • Type

    conf

  • DOI
    10.1109/MySEC.2011.6140704
  • Filename
    6140704