The main objective of this study is to provide a valid and effective approach for the design and development of an adaptive type-2 fuzzy controller (AT2FLC), based on the analysis of the nonlinear process dynamics and the use of an ANFIS technique for the optimization of the controller. The performance of the obtained AT2FLC, characterized by a few number of rules, is higher than the performance of a traditional type-2 fuzzy controller with a larger rule base. The proposed controller is particurarly suitable for the control of processes characterized by uncertainty and time varying parameters.

Cosenza, B., Galluzzo, M. (2011). Adaptive Type-2 Fuzzy Logic Control of Non-Linear Processes. In Chemica Engineering Transactions - (pp.235-240).

Adaptive Type-2 Fuzzy Logic Control of Non-Linear Processes

COSENZA, Bartolomeo;GALLUZZO, Mose'
2011-01-01

Abstract

The main objective of this study is to provide a valid and effective approach for the design and development of an adaptive type-2 fuzzy controller (AT2FLC), based on the analysis of the nonlinear process dynamics and the use of an ANFIS technique for the optimization of the controller. The performance of the obtained AT2FLC, characterized by a few number of rules, is higher than the performance of a traditional type-2 fuzzy controller with a larger rule base. The proposed controller is particurarly suitable for the control of processes characterized by uncertainty and time varying parameters.
Settore ING-IND/26 - Teoria Dello Sviluppo Dei Processi Chimici
2011
ICheaP10 - 10th International Conference on Chemical and Process Engineering
Firenze
Maggio 2011
10
2011
6
Cosenza, B., Galluzzo, M. (2011). Adaptive Type-2 Fuzzy Logic Control of Non-Linear Processes. In Chemica Engineering Transactions - (pp.235-240).
Proceedings (atti dei congressi)
Cosenza, B; Galluzzo, M
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10447/57361
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