• DocumentCode
    656696
  • Title

    Distributed mode scheduling for coordinated power balancing

  • Author

    Kawashima, Hitoshi ; Kato, Toshihiko ; Matsuyama, Takashi

  • Author_Institution
    Grad. Sch. of Inf., Kyoto Univ., Kyoto, Japan
  • fYear
    2013
  • fDate
    21-24 Oct. 2013
  • Firstpage
    19
  • Lastpage
    24
  • Abstract
    This paper proposes a distributed scheduling algorithm of demands of multiple households/consumers in order to achieve a power balancing in total. Assume that an autonomous energy management system is installed in each household and that those households are capable of communicating with an aggregator. Then, it becomes possible to negotiate via the autonomous energy management systems to find an agreement point that takes both the users´ demands and the aggregator´s objective into account. The key aspect of the algorithm is that it enables us to encapsulate the particular control and objective in each household, and realizes the negotiation based on power profiles. We also show the proposed framework can be smoothly integrated with a probabilistic generative model of power profiles.
  • Keywords
    demand side management; hidden Markov models; optimisation; probability; autonomous energy management system; coordinated power balancing; distributed mode scheduling; power profiles; probabilistic generative model; Energy management; Hidden Markov models; Home appliances; Linear programming; Optimization; Power demand; Probabilistic logic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Smart Grid Communications (SmartGridComm), 2013 IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • Type

    conf

  • DOI
    10.1109/SmartGridComm.2013.6687927
  • Filename
    6687927