- Tytuł:
- Block-structured models composed of nonlinear fuzzy dynamic and static parts : a case study
- Autorzy:
-
Bazydło, P.
Marusak, P. - Powiązania:
- https://bibliotekanauki.pl/articles/384609.pdf
- Data publikacji:
- 2018
- Wydawca:
- Sieć Badawcza Łukasiewicz - Przemysłowy Instytut Automatyki i Pomiarów
- Tematy:
-
block-structured model
Takagi-Sugeno model
identification
modelling
fuzzy logic
model blokowy
modele Takagi-Sugeno
identyfikacja
modelowanie
logika rozmyta - Opis:
- The paper addresses issues of the dynamic fuzzy Takagi- Sugeno models identification for multi-step ahead prediction. In the case of highly nonlinear models, standard Takagi-Sugeno models may be hard to identify if they should be designed for recurrent prediction generation. In such a case, alternative fuzzy block-structured models composed of fuzzy dynamic and fuzzy static parts may be useful. Two main benefits of the proposed models are: (1) possibility to speed-up model tuning procedure, (2) potential to fine-tune an already available, standard Takagi-Sugeno model. The benefits offered by the proposed models are illustrated using the example of identification of a nonlinear process – a system consisting of two tanks of different shapes (cylindrical and conical ones).
- Źródło:
-
Journal of Automation Mobile Robotics and Intelligent Systems; 2018, 12, 1; 50-60
1897-8649
2080-2145 - Pojawia się w:
- Journal of Automation Mobile Robotics and Intelligent Systems
- Dostawca treści:
- Biblioteka Nauki
Artykuł