• DocumentCode
    1795692
  • Title

    Peak demand scheduling in the Smart Grid

  • Author

    Yaw, Sean ; Mumey, Brendan ; McDonald, Erin ; Lemke, Jennifer

  • Author_Institution
    Dept. of Comput. Sci., Montana State Univ., Bozeman, MT, USA
  • fYear
    2014
  • fDate
    3-6 Nov. 2014
  • Firstpage
    770
  • Lastpage
    775
  • Abstract
    Smart grid technology has the opportunity to revolutionize our control over power consumption. Currently power-requesting jobs are scheduled in an on-demand fashion; power draw begins when the consumer requests power (turns on an appliance) and ends when the job is complete (appliance is turned off). Often such jobs may have some flexibility in their starting times (e.g. a dishwasher or electric vehicle charger). We consider the problem scheduling power jobs so as to minimize peak demand. We first consider a general version of the problem in which the job intervals can be staggered. While the problem is known to be NP-hard (we show it is even NP-hard to approximate), we provide an effective new heuristic algorithm. For several important special cases, we provide new constant-factor approximation algorithms that improve on previous results. Simulation results using real power job data show that our algorithms improve on existing methods.
  • Keywords
    computational complexity; demand side management; optimisation; power consumption; power system control; scheduling; smart power grids; NP-hard problem; constant-factor approximation algorithms; dishwasher; electric vehicle charger; heuristic algorithm; peak demand scheduling; power consumption; power-requesting jobs; smart grid technology; Approximation algorithms; Approximation methods; Home appliances; Optimal scheduling; Schedules; Scheduling; Strips;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Smart Grid Communications (SmartGridComm), 2014 IEEE International Conference on
  • Conference_Location
    Venice
  • Type

    conf

  • DOI
    10.1109/SmartGridComm.2014.7007741
  • Filename
    7007741