Fuzzy model reference control using type-2 fuzzy systems in adaptation mechanism

In this paper different approach to adaptation mechanism for fuzzy model reference learning control (FMRLC) method will be introduced. In comparison to original method the proposed procedure shows larger possibilities in design of FMRLC method. The main idea consists in new approach of design of the...

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Bibliographic Details
Published in2011 International Siberian Conference on Control and Communications (SIBCON) pp. 8 - 11
Main Authors Cerman, O., Husek, P.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.09.2011
Subjects
Adaptation models
adaptive fuzzy control
Conferences
Control systems
Fuzzy control
fuzzy model reference learning control
Fuzzy sets
intelligent control
Learning systems
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Summary:In this paper different approach to adaptation mechanism for fuzzy model reference learning control (FMRLC) method will be introduced. In comparison to original method the proposed procedure shows larger possibilities in design of FMRLC method. The main idea consists in new approach of design of the inverse model - an important part of FMRLC. This innovation is based on using more general fuzzy system in the inverse model, type-2 fuzzy system. Type-2 fuzzy systems are superior to classical fuzzy systems. From this reason using such systems in adaptation mechanism brings new possibilities. The advantages of the proposed modification are presented on control of magnetic suspension system and compared to FMRLC with convergent rule base.
ISBN:9781457710698
1457710692
DOI:10.1109/SIBCON.2011.6072583