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

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

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 the...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Luca Marino, Alice Cicirello
Formáid:	Alt
Teanga:	English
Foilsithe / Cruthaithe:	Cambridge University Press 2023-01-01
Sraith:	Data-Centric Engineering
Ábhair:	friction grey-box model nonlinear system identification physics-based machine learning stick–slip
Rochtain ar líne:	https://www.cambridge.org/core/product/identifier/S2632673623000126/type/journal_article

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