DocumentCode
978288
Title
Fuzzy neural networks and application to the FBC process
Author
Ikonen, E. ; Najim, K.
Author_Institution
Inst. Nat. Polytech. de Toulouse, Ecole Nat. Superieure d´´Ingenieurs de Genie Chimique, France
Volume
143
Issue
3
fYear
1996
fDate
5/1/1996 12:00:00 AM
Firstpage
259
Lastpage
269
Abstract
Implementation of fuzzy systems using multilayer perceptron artificial neural networks is considered, and detailed equations for training the network are derived. Models for the fluidised bed nitrogen emissions are created using linear regression, multilayer perceptron neural networks, and fuzzy neural networks to illustrate and compare the behaviour of the algorithms
Keywords
air pollution control; combustion; fluidised beds; fuzzy control; fuzzy neural nets; multilayer perceptrons; neurocontrollers; FBC process; combustion; fluidised bed nitrogen emissions; fuzzy neural networks; linear regression; multilayer perceptron artificial neural networks;
fLanguage
English
Journal_Title
Control Theory and Applications, IEE Proceedings -
Publisher
iet
ISSN
1350-2379
Type
jour
DOI
10.1049/ip-cta:19960258
Filename
503035
Link To Document