SYSTEMATIC DESIGN AND STABILITY ANALYSIS OF A FUZZY-LOGIC CONTROLLER

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Although the fuzzy logic controller has been adopted in many engineering applications, its performance is not guaranteed since there is no definite stability analysis. It may be the main factor that we hesitate to adopt the FLC in critical applications. In this paper, a guideline of systematic analysis and design of an FLC is presented for guaranteeing the stability and/or the performance. Based on the well-developed variable structure system theory, we account for the relationship between the tracking accuracy of a control system and the I/O fuzzy set membership shapes of the FLC. It is also possible to explain the performance or the stability of commonly used FLCs through the proposed guideline for the design and analysis.
Publisher
ELSEVIER SCIENCE BV
Issue Date
1995-06
Language
ENG
Article Type
Article
Citation

FUZZY SETS AND SYSTEMS, v.72, no.3, pp.271 - 298

ISSN
0165-0114
URI
http://hdl.handle.net/10203/74767
Appears in Collection
EE-Journal Papers(저널논문)
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