• DocumentCode
    138946
  • Title

    Differential Evolution Immunized Ant Colony Optimization Technique (DEIANT) in solving economic dispatch by considering prohibited operating zones

  • Author

    Rahmat, N.A. ; Musirin, I. ; Abidin, Ahmad Farid

  • Author_Institution
    Fac. of Electr. Eng., Univ. Teknol. MARA, Shah Alam, Malaysia
  • fYear
    2014
  • fDate
    24-25 March 2014
  • Firstpage
    455
  • Lastpage
    460
  • Abstract
    In energy industry, generating the correct amount of electrical power is crucial. Economic load dispatch is used to compute the necessary amount of power among the generators. However, each generator in a system is limited by its physical properties that will limit its maximum potential. This prohibited zone divides the actual operation limits of a particular generator into several subdivisions. This paper proposes Differential Evolution Immunized Ant Colony Optimization (DEAINT) technique in solving economic dispatch by considering prohibited operating zones. The optimization process was conducted on IEEE 30-Bus Reliable Test System (RTS). Verification of DEIANT technique was performed by comparing it with Evolutionary Programming (EP) and Ant Colony Optimization (ACO) technique. The comparative studies indicate that DEIANT outperformed EP and ACO in terms of achieving lower operating cost and power loss.
  • Keywords
    ant colony optimisation; power generation dispatch; power generation economics; power generation reliability; DEIANT; IEEE 30-bus reliable test system; differential evolution immunized ant colony optimization technique; economic load dispatch; electrical power; energy industry; operating cost; optimization process; physical properties; power loss; prohibited operating zones; several subdivisions; Ant colony optimization; Economics; Equations; Generators; Mathematical model; Optimization; Power engineering; Ant Colony Optimization (ACO); Differential Evolution Immunized Ant Colony Optimization (DEIANT); Economic Dispatch (ED); Evolutionary Programming (EP);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Engineering and Optimization Conference (PEOCO), 2014 IEEE 8th International
  • Conference_Location
    Langkawi
  • Print_ISBN
    978-1-4799-2421-9
  • Type

    conf

  • DOI
    10.1109/PEOCO.2014.6814472
  • Filename
    6814472