- Tytuł:
- Orthonormal basis function fuzzy systems for biological wastewater treatment processes modeling
- Autorzy:
-
Chaibakhsh, A.
Chaibakhsh, N.
Abbasi, M.
Norouzi, A. - Powiązania:
- https://bibliotekanauki.pl/articles/91632.pdf
- Data publikacji:
- 2012
- Wydawca:
- Społeczna Akademia Nauk w Łodzi. Polskie Towarzystwo Sieci Neuronowych
- Tematy:
-
fuzzy model
fuzzy system
orthonormal basis functions
OBF
treatment process
Laguerre filters - Opis:
- In this paper, fuzzy models with orthonormal basis functions (OBF) framework are employed for modeling the nonlinear dynamics of biological treatment processes. These models are consisting of a linear part describing the system dynamics (Laguerre filters) followed by a non-linear static part (fuzzy system). The training procedure contains of two main steps: 1) obtaining the optimum time-scale and the order of truncated Laguerre network as the linear part and 2) defining membership functions, corresponding rules and adjusting the consequent parameters of fuzzy system as the nonlinear part. A comparison between the responses of the developed model and the original plant was performed in order to validate the accuracy of the developed model.
- Źródło:
-
Journal of Artificial Intelligence and Soft Computing Research; 2012, 2, 4; 343-356
2083-2567
2449-6499 - Pojawia się w:
- Journal of Artificial Intelligence and Soft Computing Research
- Dostawca treści:
- Biblioteka Nauki
Artykuł