A Fast Online Estimator of the Two Main Vibration Modes of Flexible Structures From Biased and Noisy Measurements

Andres San Millan Rodriguez, Vicente Feliu-Batlle*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Vibrations are present in many mechanical structures and machines, and are often associated with their elastic parts. Characterizing these vibrations, i.e., obtaining their frequencies, amplitudes and phases, is of most interest in many applications ranging from the maintenance of civil structures to motion control. This paper presents a method for the online and reliable identification of the defining parameters of two unknown sinusoidal signals through the use of their measured sum in the presence of noise and an offset. It is based on the algebraic derivative approach, defined in the frequency domain, which yields exact calculation formulae for the unknown parameters of the signal, i.e., the amplitudes, phases, and frequencies of the two sinusoids and the value of the constant term. The online estimation is performed in a time interval which is only a fraction of the first full cycle of the slower component of the measured signal. This feature allows the algorithm to be used to monitor time-varying parameters in these vibration signals. This algorithm has been used in experiments with a flexible beam, which is a representative platform of a vibrating mechatronic system. It estimated all the vibration signal parameters quickly and accurately, proved to be insensitive to high-frequency noises, and accurately tracked the time variations of the signal parameters.
Original languageEnglish
Pages (from-to)93-104
Number of pages12
JournalIEEE/ASME Transactions on Mechatronics
Volume20
Issue number1
Early online date19 Feb 2014
DOIs
Publication statusPublished - 3 Oct 2014

Bibliographical note

This work was supported in part by the Spanish FPU12/00984 Program (Ministerio de Educacion, Cultura y Deporte), in part by the Spanish Government Research Program under Project DPI2012-37062-CO2-01 (Ministerio de Economia y Competitividad), and in part by the European Social Fund.The authors are with the Universidad de Castilla-La Mancha, 13071 CiudadReal, Spain (e-mail: andres.sanmillan@uclm.es; vicente.feliu@uclm.es).

Keywords

  • algebraic estimator
  • flexible
  • vibrations

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