• DocumentCode
    2900956
  • Title

    Application of Artificial Neural Network Approach for Intelligent Building in China

  • Author

    Hang, Ju ; Wan, Li-Jun

  • Author_Institution
    Sch. of Manage., Harbin Eng. Univ., Harbin, China
  • fYear
    2009
  • fDate
    24-26 Nov. 2009
  • Firstpage
    1320
  • Lastpage
    1324
  • Abstract
    Intelligent buildings (IB) has not been adopted as quickly and widely as expected in China. One of the reasons for this is the lack of information and technology support to IB subsystem involved. This paper redefines the concept and connotation of IB, introduces the essential key element of the intelligent building (IB), analyzes the influence of ANN on the development of IB, elaborates on many subsystems of IB which are time-variant nonlinearity complex system, discusses the role of learning in IB control systems, and further analyzes the application of ANN in the construction of system model, designing control, and the intelligent air-conditioning. Based on the above issues, this paper constructs a system model of IB. Some applications of ANN technology and fuzzy control in IB and the design of intelligent controlling system are discussed. The proposed model will be helpful to solve the existing problems of intelligent building in construction industry.
  • Keywords
    air conditioning; control nonlinearities; control system synthesis; fuzzy control; home automation; large-scale systems; learning systems; neurocontrollers; time-varying systems; IB control system; artificial neural network; control design; fuzzy control; intelligent air-conditioning; intelligent building; intelligent controlling system; learning; system model; time-variant nonlinearity complex system; Artificial intelligence; Artificial neural networks; Buildings; Control system synthesis; Fuzzy control; Intelligent control; Intelligent networks; Intelligent structures; Intelligent systems; Nonlinear control systems; Artificial neural network; Intelligent building; Intelligent control system; time-variant nonlinearity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Sciences and Convergence Information Technology, 2009. ICCIT '09. Fourth International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4244-5244-6
  • Electronic_ISBN
    978-0-7695-3896-9
  • Type

    conf

  • DOI
    10.1109/ICCIT.2009.220
  • Filename
    5368497