DocumentCode
2099856
Title
Studies on Neural Network Modeling for Air Conditioning System by Using Data Mining with Association Analysis
Author
Wang, Zheng ; Han, Ning ; Wang, Yang
Author_Institution
Sch. of Technol., Beijing Forestry Univ., Beijing, China
fYear
2011
fDate
17-18 Sept. 2011
Firstpage
423
Lastpage
427
Abstract
VAV air conditioning system involves multiple control parameters and they have strong coupling with each other, which caused the modeling complex. A neural network model of air handling unit (AHU) is constructed through data preprocessing and association analysis as mean of data mining is made to identity interesting information between the supply air temperature and the other variables acquired by air conditioning system. The study provides new idea and technical support for AHU modeling of VAV air conditioning system.
Keywords
air conditioning; data mining; neurocontrollers; VAV air conditioning system; air handling unit; association analysis; data mining; data preprocessing; neural network modeling; supply air temperature; variable air volume; Air conditioning; Atmospheric modeling; Biological neural networks; Data mining; Training; Water heating; VAV air conditioning system; association analysis; data mining; neural network modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Internet Computing & Information Services (ICICIS), 2011 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4577-1561-7
Type
conf
DOI
10.1109/ICICIS.2011.110
Filename
6063287
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