• DocumentCode
    2253406
  • Title

    The application of Artificial Neural Network in nuclear energy

  • Author

    Guo, Yun ; Gong, Cheng ; Zeng, He-yi

  • Author_Institution
    Harbin Eng. Univ., Harbin, China
  • Volume
    3
  • fYear
    2010
  • fDate
    11-14 July 2010
  • Firstpage
    1244
  • Lastpage
    1248
  • Abstract
    Nuclear power system shows very typical nonlinear characteristics in many aspects. Sometimes the system´s safety must suffer from the inconvenience which induced by the nonlinear characteristic, such as system control problem, safety analysis, correlation application range, and so on. Artificial Neural Network (ANN) as the simulation technology of human brain can deal with some inherent essences of complex system. Many researchers try to import this method into nuclear energy field. In this paper, some representative usages of ANN in nuclear field are introduced roundly. After that some existed problems are discussed and some suggestions are given.
  • Keywords
    artificial intelligence; neural nets; nuclear power stations; power engineering computing; artificial neural network; nuclear energy; nuclear power system; safety analysis; simulation technology; system control problem; Accuracy; Artificial neural networks; Correlation; Fuels; Inductors; Mathematical model; Safety;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
  • Conference_Location
    Qingdao
  • Print_ISBN
    978-1-4244-6526-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2010.5580898
  • Filename
    5580898