TY - JOUR
T1 - Handling uncertainty in controllers using type-2 fuzzy logic
AU - Sepúlveda, Roberto
AU - Castillo, Oscar
AU - Melin, Patricia
AU - Rodríguez-Díaz, Antonio
AU - Montiel, Oscar
PY - 2005
Y1 - 2005
N2 - 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.
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.
UR - http://www.scopus.com/inward/record.url?scp=23944473449&partnerID=8YFLogxK
M3 - Artículo de la conferencia
AN - SCOPUS:23944473449
SN - 1098-7584
SP - 248
EP - 253
JO - IEEE International Conference on Fuzzy Systems
JF - IEEE International Conference on Fuzzy Systems
T2 - IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2005
Y2 - 22 May 2005 through 25 May 2005
ER -