DocumentCode
1828306
Title
Fuzzy modelling of dynamic systems
Author
Ghalia, M. Ben ; Alouani, A.T.
Author_Institution
Tennessee Technol. Univ., Cookeville, TN, USA
fYear
1994
fDate
20-22 Mar 1994
Firstpage
168
Lastpage
171
Abstract
This paper deals with fuzzy modelling of complex dynamic systems. Fuzzy relational equations are used to describe dynamic systems´ behavior. A prediction algorithm is proposed and the procedure to update the fuzzy relation of the model as new measurements are collected is discussed. The algorithm is applied to the prediction of chaotic time-series
Keywords
chaos; fuzzy set theory; identification; large-scale systems; time series; chaotic time-series prediction; complex dynamic systems; fuzzy modelling; prediction algorithm; relational equations; Chaos; Control system synthesis; Equations; Fuzzy control; Fuzzy sets; Fuzzy systems; Prediction algorithms; Predictive models; Pulp manufacturing; Virtual manufacturing;
fLanguage
English
Publisher
ieee
Conference_Titel
System Theory, 1994., Proceedings of the 26th Southeastern Symposium on
Conference_Location
Athens, OH
ISSN
0094-2898
Print_ISBN
0-8186-5320-5
Type
conf
DOI
10.1109/SSST.1994.287890
Filename
287890
Link To Document