Title :
Type-2 fuzzy load regulation of a servomechanism with backlash using only motor position measurements
Author :
Cazarez-Castro, Nohe R. ; Aguilar, Luis T. ; Castillo, Oscar ; Castro, Juan R.
Author_Institution :
Fac. de Cienc. Quimicas e Ing., Univ. Autonoma de Baja California, Tijuana, Mexico
Abstract :
This paper addresses the analysis and design of an observer in order to ease the difficulty of working with various variables for the design of type-2 fuzzy controllers. In this paper Fuzzy Lyapunov Synthesis, based on the observed system, is extended to the design of 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.
Keywords :
closed loop systems; fuzzy control; load regulation; observers; position measurement; servomotors; closed loop system; feedback controller; fuzzy Lyapunov synthesis; motor position measurement; nonlinear backlash; nonsmooth mechanical systems; observed system; observer; phase properties; servomechanism; servomotor position; type-2 fuzzy controller; type-2 fuzzy load regulation; DC motors; Fuzzy logic; Load modeling; Lyapunov method; Mathematical model; Observers; Uncertainty;
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6919-2
DOI :
10.1109/FUZZY.2010.5584046