• DocumentCode
    2634653
  • Title

    A decentralized algorithm for optimal resource allocation in smartgrids with communication network externalities

  • Author

    Kallitsis, Michael G. ; Michailidis, George ; Devetsikiotis, Michael

  • Author_Institution
    Dept. of Stat., Univ. of Michigan, Ann Arbor, MI, USA
  • fYear
    2011
  • fDate
    17-20 Oct. 2011
  • Firstpage
    434
  • Lastpage
    439
  • Abstract
    We introduce a framework for optimal resource allocation in smart grids. We consider two components of the smart grid; the power distribution network and the data communication network. By defining suitable utility functions, the power and bandwidth resources are optimally allocated. This requires the solution of the, so called, local public goods problem, in mathematical economics terminology. We propose an iterative, distributed algorithm for its solution. The algorithm is scalable for deployment in large networks since it requires only O(N) messages per network user per iteration, where N is the number of users. Moreover, it is guaranteed to converge, does not require revelation of private information from each user and all algorithm actions can be realized by programmable smart devices of the smart grid.
  • Keywords
    bandwidth allocation; data communication; distribution networks; iterative methods; resource allocation; smart power grids; communication network externalities; data communication network; decentralized algorithm; iterative methods; local public goods problem; mathematical economics; optimal resource allocation; power distribution network; private information; programmable smart devices; smart grids; utility functions; Bandwidth; Delay; Niobium; Optimization; Proposals; Resource management; Smart grids;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Smart Grid Communications (SmartGridComm), 2011 IEEE International Conference on
  • Conference_Location
    Brussels
  • Print_ISBN
    978-1-4577-1704-8
  • Electronic_ISBN
    978-1-4577-1702-4
  • Type

    conf

  • DOI
    10.1109/SmartGridComm.2011.6102361
  • Filename
    6102361