• DocumentCode
    707792
  • Title

    Contextual and environmental awareness laboratory for energy consumption management

  • Author

    Gomes, Luis ; Fernandes, Filipe ; Faria, Pedro ; Silva, Marco ; Vale, Zita ; Ramos, Carlos

  • Author_Institution
    GECAD - Knowledge Eng. & Decision Support Res. Center, Polytech. of Porto (IPP), Porto, Portugal
  • fYear
    2015
  • fDate
    10-13 March 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The recent changes on power systems paradigm requires the active participation of small and medium players in energy management. With an electricity price fluctuation these players must manage the consumption. Lowering costs and ensuring adequate user comfort levels. Demand response can improve the power system management and bring benefits for the small and medium players. The work presented in this paper, which is developed aiming the smart grid context, can also be used in the current power system paradigm. The proposed system is the combination of several fields of research, namely multi-agent systems and artificial neural networks. This system is physically implemented in our laboratories and it is used daily by researchers. The physical implementation gives the system an improvement in the proof of concept, distancing itself from the conventional systems. This paper presents a case study illustrating the simulation of real-time pricing in a laboratory.
  • Keywords
    multi-agent systems; neural nets; power consumption; power system management; smart power grids; artificial neural networks; contextual awareness laboratory; demand response; electricity price fluctuation; energy consumption management; environmental awareness laboratory; multiagent systems; power system management; real-time pricing; smart grid context; Artificial neural networks; Buildings; Hardware; Optimization; Smart grids; Sockets; Switches; Consumer Awareness; Contextual Load Optimization; Load Management; Real-Time Price;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power Systems Conference (PSC), 2015 Clemson University
  • Conference_Location
    Clemson, SC
  • Type

    conf

  • DOI
    10.1109/PSC.2015.7101678
  • Filename
    7101678