• DocumentCode
    436343
  • Title

    Achievement of the behaviour rules of a renewable source of energy (solar arrays + inverter) using evolutionary algorithms techniques

  • Author

    Alvarez, J.L. ; Enrique, J.M. ; Duran, E. ; Pedro, M. ; Sidrach, M.

  • Author_Institution
    Universidad de Huelva, Spain
  • Volume
    17
  • fYear
    2004
  • fDate
    June 28 2004-July 1 2004
  • Firstpage
    391
  • Lastpage
    396
  • Abstract
    In this paper, we have analyzed the behaviour of a renewable source of energy by means of analysis of its performance. We have a system of data acquisition to measure variable and to generate B database with these values. The obtained data are analyzed by means of a Data Mining technique based on an Evolutionary Algorithm. To conclude our analysis, we will show the capacity of the techniques to evaluate or predict events depending on the environmental and weather conditions. We will also show the utility of these strategies as evaluators of the photovoltaic module efficiency.
  • Keywords
    Algorithm design and analysis; Data analysis; Data mining; Evolutionary computation; Inverters; Pattern analysis; Power generation; Power system reliability; Renewable energy resources; Solar power generation; Data Mining; Evolutionary Algorithm; MPP; Renewable Energy; Solar arrays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Automation Congress, 2004. Proceedings. World
  • Conference_Location
    Seville
  • Print_ISBN
    1-889335-21-5
  • Type

    conf

  • Filename
    1439397