6533b7dcfe1ef96bd1271b6c

RESEARCH PRODUCT

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

Bartolomeo CosenzaMose' Galluzzo

subject

Settore ING-IND/26 - Teoria Dello Sviluppo Dei Processi Chimicilcsh:Computer engineering. Computer hardwareComputingMethodologies_DOCUMENTANDTEXTPROCESSINGAdaptive controllcsh:TP155-156Non-linear processeslcsh:TK7885-7895Adaptive control; Type-2 fuzzy control;Non-linear processesType-2 fuzzy controllcsh:Chemical engineeringComputingMilieux_MISCELLANEOUSComputingMethodologies_COMPUTERGRAPHICS

description

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.

yearjournalcountryeditionlanguage
2011-04-01
http://hdl.handle.net/10447/57361