• DocumentCode
    3438679
  • Title

    Scheduling smart home appliances using mixed integer linear programming

  • Author

    Sou, Kin Cheong ; Weimer, James ; Sandberg, Henrik ; Johansson, Karl Henrik

  • Author_Institution
    ACCESS Linnaeus Center & the Autom. Control Lab., KTH R. Inst. of Technol., Sweden
  • fYear
    2011
  • fDate
    12-15 Dec. 2011
  • Firstpage
    5144
  • Lastpage
    5149
  • Abstract
    This paper considers the minimum electricity cost scheduling problem of smart home appliances. Operation characteristics, such as expected duration and peak power consumption of the smart appliances, can be adjusted through a power profile signal. The optimal power profile signal minimizes cost, while satisfying technical operation constraints and consumer preferences. Constraints such as enforcing uninterruptible and sequential operations are modeled in the proposed framework using mixed integer linear programming (MILP). Several realistic scenarios based on actual spot price are considered, and the numerical results provide insight into tariff design. Computational issues and extensions of the proposed scheduling framework are also discussed.
  • Keywords
    domestic appliances; integer programming; linear programming; power consumption; scheduling; consumer preferences; minimum electricity cost scheduling problem; mixed integer linear programming; optimal power profile signal; peak power consumption; sequential operations; smart home appliances scheduling; tariff design; technical operation constraints; uninterruptible operations; Electricity; Job shop scheduling; Load management; Schedules; Washing machines;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-61284-800-6
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2011.6161081
  • Filename
    6161081