Handling uncertainty in controllers using type-2 fuzzy logic

Roberto Sepúlveda; Oscar Castillo; Patricia Melin; Antonio Rodríguez-Díaz; Oscar Montiel

Handling uncertainty in controllers using type-2 fuzzy logic

Roberto Sepúlveda, Oscar Castillo, Patricia Melin, Antonio Rodríguez-Díaz, Oscar Montiel

Centro de Investigación y Desarrollo de Tecnología Digital (CITEDI)

Producción científica: Contribución a una revista › Artículo de la conferencia › revisión exhaustiva

15 Citas (Scopus)

Resumen

Uncertainty is an inherent part in controllers used for real-world applications. The use of new methods for handling incomplete information is of fundamental importance in engineering applications. This paper deals with the design of controllers using type-2 fuzzy logic for minimising the effects of uncertainty produced by the instrumentation elements. We simulated type-1 and type-2 fuzzy logic controllers to perform a comparative analysis of the systems' response, in the presence of uncertainty.

Idioma original	Inglés
Páginas (desde-hasta)	248-253
Número de páginas	6
Publicación	IEEE International Conference on Fuzzy Systems
Estado	Publicada - 2005
Evento	IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2005 - Reno, NV, Estados Unidos Duración: 22 may. 2005 → 25 may. 2005

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AU - Castillo, Oscar

AU - Melin, Patricia

AU - Rodríguez-Díaz, Antonio

AU - Montiel, Oscar

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AB - Uncertainty is an inherent part in controllers used for real-world applications. The use of new methods for handling incomplete information is of fundamental importance in engineering applications. This paper deals with the design of controllers using type-2 fuzzy logic for minimising the effects of uncertainty produced by the instrumentation elements. We simulated type-1 and type-2 fuzzy logic controllers to perform a comparative analysis of the systems' response, in the presence of uncertainty.

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Handling uncertainty in controllers using type-2 fuzzy logic

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