• DocumentCode
    3695593
  • Title

    Increasing self-sustainability in micro grids using load prioritization and forecasting mechanisms

  • Author

    Rafael Silva;Adriano Ferreira;Ângela Ferreira;Paulo Leitão

  • Author_Institution
    Polytechnic Institute of Braganç
  • fYear
    2015
  • fDate
    6/1/2015 12:00:00 AM
  • Firstpage
    1069
  • Lastpage
    1074
  • Abstract
    Self-sustainability of micro grids is an important challenge to be addressed, particularly when they operate disconnected from the utility grid. The multi-agent systems paradigm allows implementing intelligent and predictive strategies towards an efficient management of the power flow. In this paper, an agent-based model is introduced, optimizing the load demand, through load prioritization, by shedding and rescheduling, and using forecasting mechanisms to improve the micro grids self-sustainability. The designed agent-based model and strategies were implemented and tested in the Repast agent-based modelling and simulation framework. Experimental results show improvements in the self-sustainability of the micro grid under analysis when operating in critical mode.
  • Keywords
    "Smart grids","Load modeling","Forecasting","Automation","Production","Predictive models"
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ICIEA), 2015 IEEE 10th Conference on
  • Type

    conf

  • DOI
    10.1109/ICIEA.2015.7334266
  • Filename
    7334266