• DocumentCode
    1453508
  • Title

    Jump and Shift Method for Multi-Objective Optimization

  • Author

    Chen, S.X. ; Gooi, H.B.

  • Author_Institution
    Nanyang Technol. Univ., Singapore, Singapore
  • Volume
    58
  • Issue
    10
  • fYear
    2011
  • Firstpage
    4538
  • Lastpage
    4548
  • Abstract
    Smart energy management system (SEMS) is a core part of a smart grid system, which can make this system more intelligent. The final goal of SEMS is to lay a groundwork which would allow efficient management of the smart grid by minimizing the operating costs and by reducing the emission level while meeting the load demand. In this paper, a new technique called as the jump and shift method is developed to handle the multi-objective optimization in SEMS. A 14-bus microgrid (MG) and a 112-bus power system are used to verify the multi-objective optimization algorithm based on the jump and shift method. The results show that the proposed technique performs very well, and it can be used to solve the multi-objective optimization in SEMS for smart grids.
  • Keywords
    power system management; smart power grids; jump method; multi objective optimization; shift method; smart energy management system; smart grid system; Batteries; Generators; Optimization; Reactive power; Renewable energy resources; Smart grids; Jump and shift method; optimization; smart energy management system (SEMS); smart grids;
  • fLanguage
    English
  • Journal_Title
    Industrial Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0046
  • Type

    jour

  • DOI
    10.1109/TIE.2011.2116756
  • Filename
    5715866