• DocumentCode
    2941590
  • Title

    A model predictive control approach to the load shifting problem in a household equipped with an energy storage unit

  • Author

    Giorgio, Alessandro Di ; Pimpinella, Laura ; Liberati, Francesco

  • Author_Institution
    Comput. & Syst. Sci. Dept. “A. Ruberti”, “Sapienza” Univ. of Rome, Rome, Italy
  • fYear
    2012
  • fDate
    3-6 July 2012
  • Firstpage
    1491
  • Lastpage
    1498
  • Abstract
    This paper deals with the load shifting problem in a household equipped with smart appliances and an energy storage unit with conversion losses. The problem is faced by establishing an event driven Model Predictive Control framework aiming to meet the real life dynamics of a household and to keep low the impact of the control system on the total electric energy consumption. The proposed approach allows the consumer to minimize the daily energy cost in scenarios characterized by Time of Use tariffs and Demand Side Management, by dynamically evaluating the best time to run of the appliances and the optimal evolution of the battery level of charge. A proper set of realistic simulations validates the proposed approach, showing the relevance of the energy storage unit in the domestic load shifting architecture.
  • Keywords
    demand side management; domestic appliances; energy consumption; predictive control; tariffs; battery level of charge; demand side management; domestic load shifting architecture; electric energy consumption; energy storage unit; household; load shifting problem; model predictive control approach; smart appliances; tariffs; Energy storage; Erbium; Home appliances; Load modeling; Optimal control; Optimization; Strontium;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control & Automation (MED), 2012 20th Mediterranean Conference on
  • Conference_Location
    Barcelona
  • Print_ISBN
    978-1-4673-2530-1
  • Electronic_ISBN
    978-1-4673-2529-5
  • Type

    conf

  • DOI
    10.1109/MED.2012.6265850
  • Filename
    6265850