Fuzzy Identification of Systems and Its Applications to Modeling and Control


TAKAGI-SUGENO MODEL ( TS Model )

TOMOHIRO TAKAGI and MICHIO SUGENO

IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS,
VOL. SMC-15, NO.1, JANUARY/FEBRUARY 1985

Abstract – A mathematical tool to build a fuzzy model of a system where fuzzy implications and reasoning are used is presented in this paper. The premise of an implication is the description of fuzzy subspace of inputs and its consequence is a linear input-output relation. The method of identification of a system using its input-output data is then shown. Two applications of the method to industrial processes are also discussed: a water cleaning process and a converter in a steel-making process.

TAKAGI and SUGENO Modeling


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