Robust Velocity and Load Observer for a General Noisy Rotating Machine

Carlos Aguilar-Ibanez, Manuel A. Jimenez-Lizarraga, Isaac Gandarilla-Esparza, Javier Moreno-Valenzuela, Belem Saldivar, Miguel S. Suarez-Castanon, Jose de Jesus Rubio

Research output: Contribution to journalArticlepeer-review

Abstract

This paper is focused on the design of a nonlinear observer for a rotatory machine with noise-affected output. It is assumed that the system is subject to bounded perturbations, and the original linear model of the machine is reformulated as a nonlinear system to include the desired signals to be estimated, namely, the velocity and load torque. The proposed observer leverages the so-called algebraic state-dependent Riccati equation to provide a robust estimation. Lyapunov analysis guarantees the convergence of the estimation error to a “ (Formula presented.) zone”. The proposed observer’s effectiveness is assessed through convincing numerical simulations and real-time experiments.

Original languageEnglish
Article number1009
JournalMachines
Volume10
Issue number11
DOIs
StatePublished - Nov 2022

Keywords

  • Riccati equation
  • electrical machine
  • nonlinear observer
  • rotatory machine

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