• DocumentCode
    108625
  • Title

    Comprehensive multi-year distribution system planning using back-propagation approach

  • Author

    Bin Humayd, Abdullah S. ; Bhattacharya, Kankar

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
  • Volume
    7
  • Issue
    12
  • fYear
    2013
  • fDate
    Dec-13
  • Firstpage
    1415
  • Lastpage
    1425
  • Abstract
    Distribution system planning is undergoing a change in paradigm in the context of deregulation and with penetration of distributed generation (DG) sources into distribution networks. This study presents a new heuristic approach based on a back-propagation algorithm combined with cost-benefit analysis to comprehensive multi-year distribution system planning. The planning problem incorporates various energy supply options for local distribution companies such as DG sources, substations and feeders and determines the optimum capacities, locations and upgrade plans. Test results comprising a 32 bus system and the IEEE 69 bus system are presented to illustrate the performance of the proposed method. The results are compared with an optimisation solution, and it is demonstrated that the heuristic approach can achieve better performance and has higher computational efficiency.
  • Keywords
    backpropagation; cost-benefit analysis; optimisation; power distribution planning; power engineering computing; 32 bus system; DG sources; DSPLAN; IEEE 69 bus system; backpropagation approach; comprehensive multiyear distribution system planning; computational efficiency; cost-benefit analysis; deregulation; distributed generation sources; distribution networks; energy supply options; feeders; heuristic approach; local distribution companies; optimisation solution; optimum capacities; optimum locations; substations; upgrade plans;
  • fLanguage
    English
  • Journal_Title
    Generation, Transmission & Distribution, IET
  • Publisher
    iet
  • ISSN
    1751-8687
  • Type

    jour

  • DOI
    10.1049/iet-gtd.2012.0706
  • Filename
    6674163