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
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