• DocumentCode
    1754977
  • Title

    Optimal Control of End-User Energy Storage

  • Author

    van de Ven, P.M. ; Hegde, Nayana ; Massoulie, Laurent ; Salonidis, Theodoros

  • Author_Institution
    IBM Thomas J. Watson Res. Center, Yorktown Heights, NY, USA
  • Volume
    4
  • Issue
    2
  • fYear
    2013
  • fDate
    41426
  • Firstpage
    789
  • Lastpage
    797
  • Abstract
    An increasing number of retail energy markets show price fluctuations, providing users with the opportunity to buy energy at lower than average prices. We propose to temporarily store this inexpensive energy in a battery, and use it to satisfy demand when energy prices are high, thus allowing users to exploit the price variations without having to shift their demand to the low-price periods. We study the battery control policy that yields the best performance, i.e., minimizes the total discounted costs. The optimal policy is shown to have a threshold structure, and we derive these thresholds in a few special cases. The cost savings obtained from energy storage are demonstrated through extensive numerical experiments, and we offer various directions for future research.
  • Keywords
    battery storage plants; optimal control; power markets; pricing; battery control policy; end-user energy storage; energy prices; numerical experiments; optimal control; optimal policy; price fluctuations; retail energy markets; Batteries; Discharges (electric); Mathematical model; Optimal control; Optimization; Pricing; Battery storage; Markov decision processes; dynamic pricing; dynamic programming; energy storage; threshold policy;
  • fLanguage
    English
  • Journal_Title
    Smart Grid, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1949-3053
  • Type

    jour

  • DOI
    10.1109/TSG.2012.2232943
  • Filename
    6477197