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
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;
Conference_Titel :
Internet Computing & Information Services (ICICIS), 2011 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4577-1561-7
DOI :
10.1109/ICICIS.2011.110
