The paper describes the application of a type-2 fuzzy logic controller to a non-isothermal continuous stirred tank reactor (CSTR) characterized by the presence of saddle node and Hopf bifurcations, and its performance compared with a type-1 fuzzy logic controller performance. A full analysis of the uncontrolled CSTR dynamic was carried out and used for the feedback-feedforward fuzzy controllers development. Simulation results confirmed the effectiveness and the robustness of the type-2 FLCs which outperform their type-1 counterparts, particularly when uncertainties are present in the system.
Galluzzo, M., Cosenza, B. (2009). Control of a Non-isothermal CSTR by Type-2 Fuzzy Logic Controllers. In Fuzzy Logic and Applications - Lecture Notes in Artificial Intelligence (pp.295-302). Heidelberg : Springer-Verlag.
Control of a Non-isothermal CSTR by Type-2 Fuzzy Logic Controllers
GALLUZZO, Mose';
2009-01-01
Abstract
The paper describes the application of a type-2 fuzzy logic controller to a non-isothermal continuous stirred tank reactor (CSTR) characterized by the presence of saddle node and Hopf bifurcations, and its performance compared with a type-1 fuzzy logic controller performance. A full analysis of the uncontrolled CSTR dynamic was carried out and used for the feedback-feedforward fuzzy controllers development. Simulation results confirmed the effectiveness and the robustness of the type-2 FLCs which outperform their type-1 counterparts, particularly when uncertainties are present in the system.
| File | Dimensione | Formato | |
|---|---|---|---|
|
CONTROL OF A NON-ISOTHERMAL CSTR BY TYPE-2 FUZZY LOGIC CONTROLLERS.pdf
Solo gestori archvio
Dimensione
6.89 MB
Formato
Adobe PDF
|
6.89 MB | Adobe PDF | Visualizza/Apri Richiedi una copia |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
