• DocumentCode
    151702
  • Title

    Integration of economic MPC, energy load and price estimation with Holt Winters models

  • Author

    Deossa, Pablo ; Marquez, Andres ; Espinosa, Jairo

  • Author_Institution
    Dept. de Energa Eectrica y Autom., Univ. Nat. de Colombia, Antioquia, Colombia
  • fYear
    2014
  • fDate
    10-13 Sept. 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This work proposes a nominal economic model predictive control (MFC) that makes use of the Holt Winters model to estimate the load and spot price of the short term energy portfolio used as plant. The portfolio is composed by four energy forward agreements and the ability to buy energy in the spot market, the objective is to supply the energy required by the costumers minimizing the operation cost of the operation. The case of study is focused in the Colombian energy market.
  • Keywords
    power markets; predictive control; Holt Winters models; economic MPC; energy load; energy market; model predictive control; price estimation; short term energy portfolio; spot price; IEEE Xplore; Portfolios; Predictive models; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Transmission & Distribution Conference and Exposition - Latin America (PES T&D-LA), 2014 IEEE PES
  • Conference_Location
    Medellin
  • Print_ISBN
    978-1-4799-6250-1
  • Type

    conf

  • DOI
    10.1109/TDC-LA.2014.6955199
  • Filename
    6955199