• DocumentCode
    616583
  • Title

    Deferrable load scheduling optimization under power price information attacks in smart grid

  • Author

    Qiumin Dong ; Niyato, Dusit ; Ping Wang ; Zhu Han

  • Author_Institution
    Sch. of Comput. Eng., Nanyang Technol. Univ. (NTU), Singapore, Singapore
  • fYear
    2013
  • fDate
    7-10 April 2013
  • Firstpage
    4683
  • Lastpage
    4688
  • Abstract
    The public utility can implement real-time pricing (RTP) as a demand response (DR) program in smart grid to shed the power consumption (e.g., by reducing consumption during peak period). In this paper, we consider the optimization of deferrable load scheduling to minimize the power consumption cost. The constrained Markov decision process (CMDP) model is formulated and solved to obtain the optimal scheduling policy. In addition, we consider the case that the data communications system to support RTP (i.e., to broadcast power price information to the deferrable load) can be under attack, which makes the power price information unavailable or falsified. The loss due to such attack can be analyzed using the proposed CMDP model. The results show that the power consumption cost in a scenario with attack is higher than that in a scenario without attack. The analysis will be useful for improving the intrusion detection system (IDS) to defend the attack.
  • Keywords
    Markov processes; decision theory; demand side management; optimisation; power consumption; power system economics; power system security; pricing; scheduling; security of data; CMDP model; DR program; IDS; RTP; constrained Markov decision process; data communication system; deferrable load scheduling optimization; demand response program; intrusion detection system; optimal scheduling policy; power consumption; power consumption cost minimization; power price information attacks; public utility; real-time pricing; smart grid; Cost function; Delays; Load modeling; Optimal scheduling; Power demand; Smart grids; Deferrable load scheduling; constrained Markov decision process (CMDP); smart grid;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications and Networking Conference (WCNC), 2013 IEEE
  • Conference_Location
    Shanghai
  • ISSN
    1525-3511
  • Print_ISBN
    978-1-4673-5938-2
  • Electronic_ISBN
    1525-3511
  • Type

    conf

  • DOI
    10.1109/WCNC.2013.6555333
  • Filename
    6555333