• DocumentCode
    574512
  • Title

    Development of a supervisory controller for residential energy management problems

  • Author

    Akgun, E. ; Cakmakci, M.

  • Author_Institution
    Dept. of Mech. Eng., Bilkent Univ., Ankara, Turkey
  • fYear
    2012
  • fDate
    27-29 June 2012
  • Firstpage
    1482
  • Lastpage
    1487
  • Abstract
    In recent years, the infrastructure that supplies energy to residential areas has started to evolve into a multi-source system, just like in automotive industry in which hybrid electric vehicles (HEVs) have been replacing conventional gasoline vehicles. Multi energy source systems considered as a potential solution for carbon emission problems despite their challenges in their operation due to increased complexity. In this paper, a control design approach successfully applied in the automotive industry is used to solve a residential energy management problem. First, a dynamic programming method is applied to obtain optimal control actions for the representative demand profiles and then by using these results, a causal supervisory controller is developed. It is found that the developed baseline controller performs 1-2% better daily in its initial form in terms of operational costs, compared to available heuristic strategies.
  • Keywords
    building management systems; control system synthesis; demand side management; dynamic programming; energy management systems; environmental factors; optimal control; carbon emission problems; causal supervisory controller development; control design approach; demand profiles; dynamic programming method; multienergy source systems; optimal control; residential energy management problems; Batteries; Boilers; Cogeneration; Electricity; Natural gas; Optimization; System-on-a-chip;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2012
  • Conference_Location
    Montreal, QC
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4577-1095-7
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2012.6315097
  • Filename
    6315097