Title of article
Designing Type-1 and Type-2 Fuzzy Logic Controllers via Fuzzy Lyapunov Synthesis for nonsmooth mechanical systems
Author/Authors
Cazarez-Castro، نويسنده , , Nohe R. and Aguilar، نويسنده , , Luis T. and Castillo، نويسنده , , Oscar، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2012
Pages
9
From page
971
To page
979
Abstract
In this paper, Fuzzy Lyapunov Synthesis is extended to the design of Type-1 and Type-2 Fuzzy Logic Controllers for nonsmooth mechanical systems. The output regulation problem for a servomechanism with nonlinear backlash is proposed as a case of study. The problem at hand is to design a feedback controller so as to obtain the closed-loop system in which all trajectories are bounded and the load of the driver is regulated to a desired position while also attenuating the influence of external disturbances. The servomotor position is the only measurement available for feedback; the proposed extension is far from trivial because of the nonminimum phase properties of the system. Performance issues of the Type-1 and Type-2 Fuzzy Logic Regulators that were designed are illustrated in experimental studies.
Keywords
Type-2 fuzzy systems , stability , Fuzzy Lyapunov synthesis , Fuzzy control , Nonsmooth systems
Journal title
Engineering Applications of Artificial Intelligence
Serial Year
2012
Journal title
Engineering Applications of Artificial Intelligence
Record number
2125673
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