• DocumentCode
    252117
  • Title

    Dynamic programming based game theoretic algorithm for economical multi-user smart home scheduling

  • Author

    Lin Liu ; Yuchen Zhou ; Yang Liu ; Shiyan Hu

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Michigan Technol. Univ., Houghton, MI, USA
  • fYear
    2014
  • fDate
    3-6 Aug. 2014
  • Firstpage
    362
  • Lastpage
    365
  • Abstract
    Smart home becomes an emerging research topic these years. It offers various advantages such as facilitating the control of home appliances and the reduction of electricity bill. In this paper, a dynamic programming based game theoretic algorithm is proposed for multiple user smart home scheduling which can handle home appliances with multiple discrete power levels. The simulation results on test cases of 1000 to 5000 users demonstrate that our algorithm using game theory can achieve reduction of monetary cost of energy consumption by 29% on average comparing to the algorithm without game theory. In addition, our algorithm produces more balanced energy consumption.
  • Keywords
    control engineering computing; cost reduction; domestic appliances; dynamic programming; game theory; home computing; power consumption; power engineering computing; balanced energy consumption; dynamic programming; economical multiuser smart home scheduling; electricity bill reduction; energy consumption monetary cost; game theoretic algorithm; home appliances; multiple discrete power levels; multiple user smart home scheduling; Dynamic programming; Energy consumption; Heuristic algorithms; Home appliances; Schedules; Scheduling; Smart homes; Dynamic Programming; Game Theoretic Algorithm; Monetary Cost Minimization; Scheduling; Smart Home;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (MWSCAS), 2014 IEEE 57th International Midwest Symposium on
  • Conference_Location
    College Station, TX
  • ISSN
    1548-3746
  • Print_ISBN
    978-1-4799-4134-6
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2014.6908427
  • Filename
    6908427