• DocumentCode
    43939
  • Title

    Wireless sensor network and stochastic models for household power management

  • Author

    Bellido-Outeirino, Francisco J. ; Flores-Arias, J.M. ; Linan-Reyes, M. ; Palacios-garcia, Emilio ; Luna-rodriguez, Juan

  • Author_Institution
    Dept. of Comput. Archit., Univ. of Cordoba, Cordoba, Spain
  • Volume
    59
  • Issue
    3
  • fYear
    2013
  • fDate
    Aug-13
  • Firstpage
    483
  • Lastpage
    491
  • Abstract
    Energy consumption in the residential sector represents a global average of around 30% of the total consumed in the country, so any improvement that could reduce it, would have significant effects. Some of these upgrades are the incorporation of advanced communication and control algorithms based on predictive models of household consumption. This article describes the design, development and application of a fully centralized system in which home appliances are managed by a wireless sensor network. The management algorithms are based on consumption models in combination with timing schedule, power, temperature or ambient light measurements and prioritization. On the control side, on-off management is basically presented although DALI protocol for lighting continuous regulation is now implemented too. Finally it presents future work in this field.
  • Keywords
    building management systems; energy management systems; lighting control; protocols; smart meters; wireless sensor networks; DALI protocol; advanced communication and control algorithms; centralized system; consumption models; digital addressable lighting interface; energy consumption; home appliances; household power management; lighting continuous regulation; on-off management; predictive models; residential sector; stochastic models; timing schedule; wireless sensor network; Biological system modeling; Data models; Home appliances; Lighting; Switches; Temperature control; Wireless sensor networks; Smart grids; energydemand model; smart metering; wireless sensor networks;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2013.6626228
  • Filename
    6626228