APPLICATION OF ARTIFICIAL NEURAL NETWORK IN INTELLIGENT BUILDING
Intelligent Buildings (IB) has not been adopted as quickly and widely as expected.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, analyzes the influence of ANN on the development of IB, analyses many subsystems of IB which are time-variant nonlinearity complex system, discusses the role of learning in IB control systems, and further elaborates on 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 in intelligent building.
Artificial neural network Intelligent building Intelligent control system Signals value decomposition
JU HANG JIN-XIN TIAN HUANG-GUI LIN
School of Management, Harbin Engineering University, Harbin, 150001,China School of Management, Harbin Institute of Technology, Harbin, 150001,China
国际会议
2007 International Conference on Machine Learning and Cybernetics(IEEE第六届机器学习与控制论国际会议)
香港
英文
4215-4220
2007-08-19（万方平台首次上网日期，不代表论文的发表时间）