• DocumentCode
    518034
  • Title

    An application of parallel ACO algorithm in power network node code multi-scheme optimization

  • Author

    Peng, C.H. ; Sun, H.J. ; Rao, P. ; Guo, J.F.

  • Author_Institution
    Dept. of Electr. & Electron. Eng., East China Jiaotong Univ., Nanchang, China
  • Volume
    4
  • fYear
    2010
  • fDate
    16-18 April 2010
  • Abstract
    In order to increase solution speed for nodal admittance matrix of mathematical model of modern power network, a node code scheme with minimal new-adding nonzero injection elements is needed. To this point, a new algorithm for node code optimization based on the parallel ant colony optimization (ACO) algorithm is designed in this paper. Compared with traditional node code optimization methods, the new means can jump away from local optimal solution, find global optimal solutions quickly, and can find lots of global optimal code schemes one time by building a dynamic optimal solution base in the process of optimizing. It enhances the computing efficiency of electric power network model and increases freeness of network node code. The validity and flexibility of this new optimization algorithm are demonstrated by the simulation results of IEEE14 and IEEE30 bus test system.
  • Keywords
    distribution networks; dynamic programming; matrix algebra; transmission networks; IEEE14 bus test system; IEEE30 bus test system; dynamic optimal solution base; electric power network model; mathematical model; new-adding nonzero injection elements; nodal admittance matrix; node code scheme; parallel ant colony optimization algorithm; power network node code multischeme optimization; Admittance; Algorithm design and analysis; Ant colony optimization; Buildings; Computational modeling; Computer networks; Design optimization; Mathematical model; Optimization methods; Power system modeling; electric power network; multi-scheme design; node code optimization; parallel ant colony algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Engineering and Technology (ICCET), 2010 2nd International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-6347-3
  • Type

    conf

  • DOI
    10.1109/ICCET.2010.5485485
  • Filename
    5485485