Characterization of non-linear bearings using the Hilbert–Huang transform

Changes in the performance of bearings can significantly vary the distribution of internal forces and moments in a structure as a result of environmental or operational loads. The response of a bearing has been traditionally idealized using a linear model but a non-linear representation produces a m...

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Main Authors: Arturo González, Hussein Aied
Format: Article
Language:English
Published: SAGE Publishing 2015-04-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814015582120
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spelling doaj-a27e6bb69b8e41dba43fc918b03a962b2020-11-25T02:54:29ZengSAGE PublishingAdvances in Mechanical Engineering1687-81402015-04-01710.1177/168781401558212010.1177_1687814015582120Characterization of non-linear bearings using the Hilbert–Huang transformArturo GonzálezHussein AiedChanges in the performance of bearings can significantly vary the distribution of internal forces and moments in a structure as a result of environmental or operational loads. The response of a bearing has been traditionally idealized using a linear model but a non-linear representation produces a more accurate picture at the expense of modelling complexity and computational time. In this article, a lead rubber bearing is idealized using the hysteretic Bouc–Wen model. The Hilbert–Huang transform is then employed to characterize the features of the non-linear system from the instantaneous frequencies of the bearing response to a time-varying force. Instantaneous frequencies are also shown to be a useful tool in detecting sudden damage to the bearings simulated by a reduction in the effective stiffness of the force-deformation loop.https://doi.org/10.1177/1687814015582120
collection DOAJ
language English
format Article
sources DOAJ
author Arturo González
Hussein Aied
spellingShingle Arturo González
Hussein Aied
Characterization of non-linear bearings using the Hilbert–Huang transform
Advances in Mechanical Engineering
author_facet Arturo González
Hussein Aied
author_sort Arturo González
title Characterization of non-linear bearings using the Hilbert–Huang transform
title_short Characterization of non-linear bearings using the Hilbert–Huang transform
title_full Characterization of non-linear bearings using the Hilbert–Huang transform
title_fullStr Characterization of non-linear bearings using the Hilbert–Huang transform
title_full_unstemmed Characterization of non-linear bearings using the Hilbert–Huang transform
title_sort characterization of non-linear bearings using the hilbert–huang transform
publisher SAGE Publishing
series Advances in Mechanical Engineering
issn 1687-8140
publishDate 2015-04-01
description Changes in the performance of bearings can significantly vary the distribution of internal forces and moments in a structure as a result of environmental or operational loads. The response of a bearing has been traditionally idealized using a linear model but a non-linear representation produces a more accurate picture at the expense of modelling complexity and computational time. In this article, a lead rubber bearing is idealized using the hysteretic Bouc–Wen model. The Hilbert–Huang transform is then employed to characterize the features of the non-linear system from the instantaneous frequencies of the bearing response to a time-varying force. Instantaneous frequencies are also shown to be a useful tool in detecting sudden damage to the bearings simulated by a reduction in the effective stiffness of the force-deformation loop.
url https://doi.org/10.1177/1687814015582120
work_keys_str_mv AT arturogonzalez characterizationofnonlinearbearingsusingthehilberthuangtransform
AT husseinaied characterizationofnonlinearbearingsusingthehilberthuangtransform
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