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A switching Gaussian process latent force model for the identification of mechanical systems with a...

A switching Gaussian process latent force model for the identification of mechanical systems with a...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_c94e17bab05b4cebbdba1a84b4d63c6c

A switching Gaussian process latent force model for the identification of mechanical systems with a discontinuous nonlinearity

About this item

Full title

A switching Gaussian process latent force model for the identification of mechanical systems with a discontinuous nonlinearity

Author / Creator

Publisher

Cambridge: Cambridge University Press

Journal title

Data-Centric Engineering (Online), 2023-01, Vol.4, Article e18

Language

English

Formats

Publication information

Publisher

Cambridge: Cambridge University Press

More information

Scope and Contents

Contents

An approach for the identification of discontinuous and nonsmooth nonlinear forces, as those generated by frictional contacts, in mechanical systems that can be approximated by a single-degree-of-freedom model is presented. To handle the sharp variations and multiple motion regimes introduced by these nonlinearities in the dynamic response, the par...

Alternative Titles

Full title

A switching Gaussian process latent force model for the identification of mechanical systems with a discontinuous nonlinearity

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_c94e17bab05b4cebbdba1a84b4d63c6c

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_c94e17bab05b4cebbdba1a84b4d63c6c

Other Identifiers

ISSN

2632-6736

E-ISSN

2632-6736

DOI

10.1017/dce.2023.12

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