• DocumentCode
    1981170
  • Title

    An immune-based optimization method for loading balance of main transformers and distribution feeders

  • Author

    Lin, Chia-Hung ; Chen, Chao-Shun ; Wu, Chia-Jean

  • Author_Institution
    Dept. of Electr. Eng., Kao Yuan Inst. of Technol., Kaohsiung, Taiwan
  • Volume
    1
  • fYear
    2001
  • fDate
    15-19 July 2001
  • Firstpage
    48
  • Abstract
    In this paper, an immune algorithm based on weighting selection as a decision maker is proposed to solve the desired switching operations such that transformer and feeder loading balance can be achieved. This algorithm prevents the possibility of stagnation in the iteration process and achieves the fast convergence for the global optimization. The efficiency of an immune algorithm to solve the problem is verified by comparing the computing time of the conventional binary integer programming for decision making of switching operation. A Taipower distribution system with 3 main transformers and 18 feeders is selected for computer simulation to demonstrate the effectiveness of the proposed methodology for solving the optimal switching operation of distribution systems to enhance the loading balance of distribution feeders and transformers.
  • Keywords
    distribution networks; evolutionary computation; integer programming; iterative methods; load (electric); power transformers; switching; Taipower distribution system; Taiwan Power Company; binary integer programming; computer simulation; decision maker; decision making; distribution automation; distribution feeders; global optimization; immune algorithm; iteration process stagnation; loading balance; operation efficiency improvement; optimal switching operation; switching operation; system reliability improvement; transformers; weighting selection; Automation; Chaos; Computer simulation; Convergence; Decision making; Linear programming; Optimization methods; Reliability; Switches; Transformers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Engineering Society Summer Meeting, 2001
  • Conference_Location
    Vancouver, BC, Canada
  • Print_ISBN
    0-7803-7173-9
  • Type

    conf

  • DOI
    10.1109/PESS.2001.969981
  • Filename
    969981