Title :
Type-2 fuzzy granular approach for intelligent control: The case of three tank water control
Author :
Cervantes, Leticia ; Castillo, Oscar
Author_Institution :
Tijuana Inst. of Technol., Tijuana, Mexico
Abstract :
In this paper we show simulation results of a new type-2 fuzzy granular approach for intelligent control of nonlinear dynamical plants. First, we describe the proposed approach for intelligent control using a hierarchical modular architecture with type-2 fuzzy logic used for combining the outputs of the modules. Then, the approach is illustrated with the benchmark case of three tank water level control.
Keywords :
fuzzy control; fuzzy set theory; granular computing; intelligent control; level control; nonlinear dynamical systems; tanks (containers); hierarchical modular architecture; intelligent control; nonlinear dynamical plants; three tank water control; type-2 fuzzy granular approach; type-2 fuzzy logic; Control systems; Fuzzy logic; Fuzzy systems; Intelligent control; Machine learning; Mathematical model; Valves; Fuzzy Control; Granular Computing; Type-2 Fuzzy System;
Conference_Titel :
Fuzzy Information Processing Society (NAFIPS), 2012 Annual Meeting of the North American
Conference_Location :
Berkeley, CA
Print_ISBN :
978-1-4673-2336-9
Electronic_ISBN :
pending
DOI :
10.1109/NAFIPS.2012.6290987
