Analysis and Design of Type-2 Fuzzy Controller and Observer Based on TS Model
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Abstract
This paper addresses the application to controlling of a new system method, type-2 FLS(fuzzy logic system). The basic concept and operations of type-2 fuzzy sets and systems are introduced, the output forms of type-2 FLS rules are deduced based on the TS model, and the analysis and design of the type-2 fuzzy controller and observer are given on the basis of the TS model. The numerical simulation on an inverted pendulum cart is given to confirm the theory. At the end of this paper, the analysis and comparison among the traditional method, type-1 FLS method and type-2 FLS method are discussed.
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