A machine learning approach to nonlinear modal analysis

Worden, K. and Green, P.L. (2014) A machine learning approach to nonlinear modal analysis. In: Catbas, F.N., (ed.) Dynamics of Civil Structures, Volume 4 : Proceedings of the 32nd IMAC, A Conference and Exposition on Structural Dynamics, 2014. 32nd IMAC, A Conference and Exposition on Structural Dynamics, 03-06 Feb 2014, Orlando, FL, USA. Conference Proceedings of the Society for Experimental Mechanics Series, 4 . Springer , pp. 521-528. ISBN 9783319045450

Abstract

Metadata

Authors/Creators:
  • Worden, K.
  • Green, P.L.
Copyright, Publisher and Additional Information: © 2014 The Society for Experimental Mechanics, Inc. This is an author produced version of a paper subsequently published in the Proceedings of IMAC XXXII, Conference and Exposition on Structural Dynamics.
Keywords: Nonlinear systems; Nonlinear modal analysis; Nonlinear normal modes; Invariant manifolds; Principal orthogonal decomposition
Dates:
  • Published: 19 March 2014
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Mechanical Engineering (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 25 Nov 2014 09:42
Last Modified: 18 Jan 2021 09:49
Status: Published
Publisher: Springer
Series Name: Conference Proceedings of the Society for Experimental Mechanics Series
Refereed: Yes
Identification Number: https://doi.org/10.1007/978-3-319-04546-7_56

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