Use this url to cite publication: https://hdl.handle.net/20.500.12259/37373
Fuzzy hammerstein model of nonlinear plant
Type of publication
Straipsnis kitoje duomenų bazėje / Article in other database (S4)
Author(s)
| Author | Affiliation | |
|---|---|---|
LT |
Title
Fuzzy hammerstein model of nonlinear plant
Is part of
Nonlinear analysis: modelling and control. Vilnius : Institute of Mathematics and Informatics., Vol. 13, no. 2 (2008)
Date Issued
| Date |
|---|
2008 |
Publisher
Vilnius : Institute of Mathematics and Informatics
Extent
p. 201–212
Abstract (en)
This paper presents the synthesis and analysis of the enhanced predictive fuzzy Hammerstein model of the water tank system. Fuzzy Hammerstein model was compared with three other fuzzy models: the first was synthesized using Mamdani type rule base, the second – Takagi-Sugeno type rule base and the third – composed of Mamdani and Takagi-Sugeno rule bases. The synthesized model is invertible so it can be used in the model based control. The fuzzy Hammerstein model was synthesized to eliminate disadvantages of the other fuzzy models. The advantage of the fuzzy Hammerstein model was experimentally proved and presented in this paper.
Type of document
type::text::journal::journal article::research article
Language
Anglų / English (en)
Coverage Spatial
Lietuva / Lithuania (LT)
ISSN (of the container)
1392-5113
Other Identifier(s)
VDU02-000005168