• DocumentCode
    4749
  • Title

    Energy Cost Minimization for Distributed Internet Data Centers in Smart Microgrids Considering Power Outages

  • Author

    Liang Yu ; Tao Jiang ; Yang Cao

  • Author_Institution
    Dept. of Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
  • Volume
    26
  • Issue
    1
  • fYear
    2015
  • fDate
    Jan. 2015
  • Firstpage
    120
  • Lastpage
    130
  • Abstract
    In this paper, we investigate the problem of minimizing energy cost for distributed Internet data centers (IDCs) in smart microgrids while taking system dynamics into consideration. Specifically, IDC operators expect to minimize the long-term energy cost with the uncertainties in electricity price, workload, renewable energy generation, and power outage state. At first, we formulate the problem as a stochastic program that captures service request distribution, server provisioning, energy storage management, generator scheduling, power transactions between smart microgrids, and main grids. Second, we use the Lyapunov optimization technique to design an operation algorithm, which enables an explicit tradeoff between energy cost saving and battery investment cost. Finally, the effectiveness of the proposed algorithm is evaluated with practical data.
  • Keywords
    computer centres; distributed power generation; optimisation; power generation reliability; power generation scheduling; power markets; renewable energy sources; smart power grids; Lyapunov optimization technique; battery investment cost; distributed Internet data centers; electricity price; energy cost minimization; energy cost saving; generator scheduling; long-term energy cost; power outages; power transactions; renewable energy generation; server provisioning; service request distribution; smart microgrids; storage management; workload; Batteries; Generators; Power system faults; Power system restoration; Servers; Smart grids; Internet data center; Lyapunov optimization; energy storage; power outage; smart microgrid;
  • fLanguage
    English
  • Journal_Title
    Parallel and Distributed Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9219
  • Type

    jour

  • DOI
    10.1109/TPDS.2014.2308223
  • Filename
    6748075