Two advanced controllers were developed in this paper, i.e., a type-1 and a type-2 fuzzy logic controller and their performances compared in simulation for a case study, i.e., a binary distillation column, which is characterized by high nonlinearities and parameter uncertainties in the underlying mathematical model. Priority was given to the type-2 fuzzy controller, with special attention to input fuzzy sets and type-2 Gaussian membership functions. All the simulation results confirmed the robustness and the effectiveness of the fuzzy control action, with evident advantages for the type-2 fuzzy controller.
Distillation Control: type-1 and type-2 fuzzy control
Cosenza B
2014-01-01
Abstract
Two advanced controllers were developed in this paper, i.e., a type-1 and a type-2 fuzzy logic controller and their performances compared in simulation for a case study, i.e., a binary distillation column, which is characterized by high nonlinearities and parameter uncertainties in the underlying mathematical model. Priority was given to the type-2 fuzzy controller, with special attention to input fuzzy sets and type-2 Gaussian membership functions. All the simulation results confirmed the robustness and the effectiveness of the fuzzy control action, with evident advantages for the type-2 fuzzy controller.File in questo prodotto:
Non ci sono file associati a questo prodotto.
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
