• DocumentCode
    3032725
  • Title

    An Intelligent Fuzzy Controller for Air-condition with Frequency Change

  • Author

    Zhang, Zipeng ; Wang, Shuqing ; Yuan, Xiaohui

  • Author_Institution
    Hubei Univ. of Technol., Wuhan, China
  • Volume
    3
  • fYear
    2009
  • fDate
    7-8 Nov. 2009
  • Firstpage
    578
  • Lastpage
    581
  • Abstract
    It is difficult using conventional PID or fuzzy control way to control air-condition to get good control performance, because the environment of room temperature is complicated and it is difficult to get precise mathematics model for the control of air-condition with frequency change. An improved intelligent controller is designed to control air-condition based on fuzzy neural network in this paper. Controller parameters can be trained via neural network quickly in control. In training and learning, improved learning way is employed to train parameters of fuzzy neural network. So the designed controller has strong self-adapting character in controlling process. Simulating experiment shows that the designed controller has better controlling effect than other conventional fuzzy controller and control parameters are easy to obtain.
  • Keywords
    air conditioning; control system synthesis; fuzzy control; fuzzy neural nets; intelligent control; air-condition control; frequency change; fuzzy neural network; intelligent fuzzy controller; room temperature; Frequency; Fuzzy control; Fuzzy neural networks; Intelligent networks; Mathematical model; Mathematics; Neural networks; Process control; Temperature control; Three-term control; Intelligent control; air-condition with frequency change; fuzzy neural network; room temperature;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence and Computational Intelligence, 2009. AICI '09. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-3835-8
  • Electronic_ISBN
    978-0-7695-3816-7
  • Type

    conf

  • DOI
    10.1109/AICI.2009.458
  • Filename
    5376831