Modular approach to parameter estimation in geared and linear resonant systems

Research output: Contribution to journalArticlepeer-review

Abstract

This paper proposes a unified approach to the estimation of the physical parameters defining both geared and linear resonant systems, namely the dead-zone, inertia, stiffness and damping parameters. Although the technique is based on discrete-time models, it allows extraction of the continuous-time parameters from the discrete coefficients. This is facilitated by a modular procedure, involving separate locked- and unlocked-load measurements. The difference equation coefficients associated with the discrete model become trivial functions of the physical system parameters, which are computed using predetermined polynomial approximations. The reduced-order estimation modules improve noise immunity and simplify the estimation routines. Very accurate experimental results verify the utility of the approach.

Original languageEnglish
Pages (from-to)75-86
Number of pages12
JournalControl Engineering Practice
Volume12
Issue number1
DOIs
Publication statusPublished - Jan 2004

Keywords

  • Backlash
  • Hysteresis
  • Identification algorithms
  • Least-squares estimation
  • Mechanical systems
  • Nonlinear systems
  • Servo systems

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