A new fuzzy logic controller (FLC) for the Takagi-Sugeno (TS) fuzzy model based systems is proposed in this paper. This new FLC has two consequents in each rule. They are a numerator part and a denominator part. It can be shown that on applying this FLC, the number of fuzzy sub-systems will remain t
Stable fuzzy logic design of point-to-point control for mechanical systems
β Scribed by Sylvia Kohn-Rich; Henryk Flashner
- Publisher
- Elsevier Science
- Year
- 2000
- Tongue
- English
- Weight
- 440 KB
- Volume
- 110
- Category
- Article
- ISSN
- 0165-0114
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β¦ Synopsis
An approach for the development of fuzzy point-to-point control laws for second-order mechanical systems is presented. Asymptotic stability of the resulting closed-loop system is proved using Lyapunov stability theory. Closed-loop performance and robustness are quantiΓΏed in terms of the parameters of membership functions. As opposed to most existing fuzzy control laws, the closed-loop stability of the proposed controller does not depend on the knowledge of the entire dynamics. Moreover, the approach does not require the plant to be open-loop stable. The proposed approach is demonstrated on design and simulation study of a fuzzy controller for a two-link robotic arm.
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