• DocumentCode
    2302451
  • 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
  • fYear
    2010
  • fDate
    18-23 July 2010
  • Firstpage
    1
  • Lastpage
    8
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-6919-2
  • Type

    conf

  • DOI
    10.1109/FUZZY.2010.5584046
  • Filename
    5584046