• DocumentCode
    3424222
  • Title

    Privacy constrained energy management for self-interested microgrids

  • Author

    Rahbar, Katayoun ; Rui Zhang ; Chin Choy Chai

  • Author_Institution
    ECE Dept., Nat. Univ. of Singapore, Singapore, Singapore
  • fYear
    2015
  • fDate
    19-24 April 2015
  • Firstpage
    3172
  • Lastpage
    3176
  • Abstract
    This paper studies the energy management problem for two self-interested microgrids with integrated renewable energy and energy storage systems, which can exchange energy with each other through the transmission line connecting them. Microgrids are willing to cooperate if and only if both can benefit from the energy cooperation, e.g. achieve lower energy costs as compared to the without energy cooperation case, while sharing limited information due to privacy considerations. We thus propose an iterative algorithm for the partially cooperative energy management problem, which aims to reduce energy costs of both microgrids simultaneously, while sharing limited information. To provide performance benchmark, we also consider the fully cooperative energy management problem, for which we ideally assume that microgrids share all their information to minimize their total energy cost. Last, we evaluate our proposed algorithms for the partially and fully cooperative energy management via simulations based on the Tucson power system data.
  • Keywords
    distributed power generation; energy management systems; iterative methods; power transmission lines; Tucson power system data; energy storage systems; integrated renewable energy; iterative algorithm; partially cooperative energy management problem; privacy constrained energy management; self-interested microgrids; transmission line; Convex functions; Energy management; Legged locomotion; Microgrids; Power transmission lines; Privacy; Resistance; Microgrids; energy cooperation; smart grid;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
  • Conference_Location
    South Brisbane, QLD
  • Type

    conf

  • DOI
    10.1109/ICASSP.2015.7178556
  • Filename
    7178556